Merge c03f8f55ed into 2fed55ae6b

Fix: number maybe empty string (#10743 )
chore(lint): cleanup repeated cause exception in logging.exception replaced by helpful message (#10425 )
2024-11-16 03:32:23 +08:00 · 2024-11-15 16:31:55 +08:00 · 2024-11-15 16:31:10 +08:00 · 2024-11-15 15:41:40 +08:00 · 2024-11-15 13:59:08 +08:00 · 2024-11-15 13:55:46 +08:00
118 changed files with 4955 additions and 121 deletions
--- a/README.md
+++ b/README.md
@ -19,6 +19,9 @@
    <a href="https://discord.gg/FngNHpbcY7" target="_blank">
        <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
            alt="chat on Discord"></a>
+    <a href="https://reddit.com/r/difyai" target="_blank">  
+        <img src="https://img.shields.io/reddit/subreddit-subscribers/difyai?style=plastic&logo=reddit&label=r%2Fdifyai&labelColor=white"
+            alt="join Reddit"></a>
    <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
        <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
            alt="follow on X(Twitter)"></a>
--- a/README_AR.md
+++ b/README_AR.md
@ -15,6 +15,9 @@
    <a href="https://discord.gg/FngNHpbcY7" target="_blank">
        <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
            alt="chat on Discord"></a>
+    <a href="https://reddit.com/r/difyai" target="_blank">  
+        <img src="https://img.shields.io/reddit/subreddit-subscribers/difyai?style=plastic&logo=reddit&label=r%2Fdifyai&labelColor=white"
+            alt="join Reddit"></a>
    <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
        <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
            alt="follow on X(Twitter)"></a>
--- a/README_CN.md
+++ b/README_CN.md
@ -15,6 +15,9 @@
    <a href="https://discord.gg/FngNHpbcY7" target="_blank">
        <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
            alt="chat on Discord"></a>
+    <a href="https://reddit.com/r/difyai" target="_blank">  
+        <img src="https://img.shields.io/reddit/subreddit-subscribers/difyai?style=plastic&logo=reddit&label=r%2Fdifyai&labelColor=white"
+            alt="join Reddit"></a>
    <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
        <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
            alt="follow on X(Twitter)"></a>
--- a/README_ES.md
+++ b/README_ES.md
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    <a href="https://discord.gg/FngNHpbcY7" target="_blank">
        <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
            alt="chat en Discord"></a>
+    <a href="https://reddit.com/r/difyai" target="_blank">  
+        <img src="https://img.shields.io/reddit/subreddit-subscribers/difyai?style=plastic&logo=reddit&label=r%2Fdifyai&labelColor=white"
+            alt="join Reddit"></a>
    <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
        <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
            alt="seguir en X(Twitter)"></a>
--- a/README_FR.md
+++ b/README_FR.md
@ -15,6 +15,9 @@
    <a href="https://discord.gg/FngNHpbcY7" target="_blank">
        <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
            alt="chat sur Discord"></a>
+    <a href="https://reddit.com/r/difyai" target="_blank">  
+        <img src="https://img.shields.io/reddit/subreddit-subscribers/difyai?style=plastic&logo=reddit&label=r%2Fdifyai&labelColor=white"
+            alt="join Reddit"></a>
    <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
        <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
            alt="suivre sur X(Twitter)"></a>
--- a/README_JA.md
+++ b/README_JA.md
@ -15,6 +15,9 @@
    <a href="https://discord.gg/FngNHpbcY7" target="_blank">
        <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
            alt="Discordでチャット"></a>
+    <a href="https://reddit.com/r/difyai" target="_blank">  
+        <img src="https://img.shields.io/reddit/subreddit-subscribers/difyai?style=plastic&logo=reddit&label=r%2Fdifyai&labelColor=white"
+            alt="Reddit"></a>
    <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
        <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
            alt="X(Twitter)でフォロー"></a>
--- a/README_KL.md
+++ b/README_KL.md
@ -15,6 +15,9 @@
    <a href="https://discord.gg/FngNHpbcY7" target="_blank">
        <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
            alt="chat on Discord"></a>
+    <a href="https://reddit.com/r/difyai" target="_blank">  
+        <img src="https://img.shields.io/reddit/subreddit-subscribers/difyai?style=plastic&logo=reddit&label=r%2Fdifyai&labelColor=white"
+            alt="Follow Reddit"></a>
    <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
        <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
            alt="follow on X(Twitter)"></a>
--- a/README_KR.md
+++ b/README_KR.md
@ -15,6 +15,9 @@
    <a href="https://discord.gg/FngNHpbcY7" target="_blank">
        <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
            alt="chat on Discord"></a>
+    <a href="https://reddit.com/r/difyai" target="_blank">  
+        <img src="https://img.shields.io/reddit/subreddit-subscribers/difyai?style=plastic&logo=reddit&label=r%2Fdifyai&labelColor=white"
+            alt="Follow Reddit"></a>
    <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
        <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
            alt="follow on X(Twitter)"></a>
--- a/README_PT.md
+++ b/README_PT.md
@ -19,6 +19,9 @@
    <a href="https://discord.gg/FngNHpbcY7" target="_blank">
        <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
            alt="chat on Discord"></a>
+    <a href="https://reddit.com/r/difyai" target="_blank">  
+        <img src="https://img.shields.io/reddit/subreddit-subscribers/difyai?style=plastic&logo=reddit&label=r%2Fdifyai&labelColor=white"
+            alt="Follow Reddit"></a>
    <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
        <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
            alt="follow on X(Twitter)"></a>
--- a/README_SI.md
+++ b/README_SI.md
@ -0,0 +1,180 @@
+![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
+
+<p align="center">
+  📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">Predstavljamo nalaganje datotek Dify Workflow: znova ustvarite Google NotebookLM Podcast</a>
+</p>
+
+<p align="center">
+  <a href="https://cloud.dify.ai">Dify Cloud</a> ·
+  <a href="https://docs.dify.ai/getting-started/install-self-hosted">Samostojno gostovanje</a> ·
+  <a href="https://docs.dify.ai">Dokumentacija</a> ·
+  <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Povpraševanje za podjetja</a>
+</p>
+
+<p align="center">
+    <a href="https://dify.ai" target="_blank">
+        <img alt="Static Badge" src="https://img.shields.io/badge/Product-F04438"></a>
+    <a href="https://dify.ai/pricing" target="_blank">
+        <img alt="Static Badge" src="https://img.shields.io/badge/free-pricing?logo=free&color=%20%23155EEF&label=pricing&labelColor=%20%23528bff"></a>
+    <a href="https://discord.gg/FngNHpbcY7" target="_blank">
+        <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
+            alt="chat on Discord"></a>
+    <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
+        <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
+            alt="follow on X(Twitter)"></a>
+    <a href="https://hub.docker.com/u/langgenius" target="_blank">
+        <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
+    <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
+        <img alt="Commits last month" src="https://img.shields.io/github/commit-activity/m/langgenius/dify?labelColor=%20%2332b583&color=%20%2312b76a"></a>
+    <a href="https://github.com/langgenius/dify/" target="_blank">
+        <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
+    <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
+        <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
+</p>
+
+<p align="center">
+  <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
+  <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
+  <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
+  <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
+  <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
+  <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
+  <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
+  <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
+  <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
+  <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
+  <a href="./README_SI.md"><img alt="README Slovenščina" src="https://img.shields.io/badge/Sloven%C5%A1%C4%8Dina-d9d9d9"></a>
+</p>
+
+
+Dify je odprtokodna platforma za razvoj aplikacij LLM. Njegov intuitivni vmesnik združuje agentski potek dela z umetno inteligenco, cevovod RAG, zmogljivosti agentov, upravljanje modelov, funkcije opazovanja in več, kar vam omogoča hiter prehod od prototipa do proizvodnje. 
+
+## Hitri začetek
+> Preden namestite Dify, se prepričajte, da vaša naprava izpolnjuje naslednje minimalne sistemske zahteve:
+> 
+>- CPU >= 2 Core
+>- RAM >= 4 GiB
+
+</br>
+
+Najlažji način za zagon strežnika Dify je prek docker compose . Preden zaženete Dify z naslednjimi ukazi, se prepričajte, da sta Docker in Docker Compose nameščena na vašem računalniku:
+
+```bash
+cd dify
+cd docker
+cp .env.example .env
+docker compose up -d
+```
+
+Po zagonu lahko dostopate do nadzorne plošče Dify v brskalniku na [http://localhost/install](http://localhost/install) in začnete postopek inicializacije.
+
+#### Iskanje pomoči
+Prosimo, glejte naša pogosta vprašanja [FAQ](https://docs.dify.ai/getting-started/install-self-hosted/faqs) če naletite na težave pri nastavitvi Dify. Če imate še vedno težave, se obrnite na [skupnost ali nas](#community--contact).
+
+> Če želite prispevati k Difyju ali narediti dodaten razvoj, glejte naš vodnik za [uvajanje iz izvorne kode](https://docs.dify.ai/getting-started/install-self-hosted/local-source-code)
+
+## Ključne značilnosti
+**1. Potek dela**: 
+  Zgradite in preizkusite zmogljive poteke dela AI na vizualnem platnu, pri čemer izkoristite vse naslednje funkcije in več.
+
+
+  https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
+
+
+
+**2. Celovita podpora za modele**: 
+  Brezhibna integracija s stotinami lastniških/odprtokodnih LLM-jev ducatov ponudnikov sklepanja in samostojnih rešitev, ki pokrivajo GPT, Mistral, Llama3 in vse modele, združljive z API-jem OpenAI. Celoten seznam podprtih ponudnikov modelov najdete [tukaj](https://docs.dify.ai/getting-started/readme/model-providers).
+
+![providers-v5](https://github.com/langgenius/dify/assets/13230914/5a17bdbe-097a-4100-8363-40255b70f6e3)
+
+
+**3. Prompt IDE**: 
+  intuitivni vmesnik za ustvarjanje pozivov, primerjavo zmogljivosti modela in dodajanje dodatnih funkcij, kot je pretvorba besedila v govor, aplikaciji, ki temelji na klepetu. 
+
+**4. RAG Pipeline**: 
+  E Obsežne zmogljivosti RAG, ki pokrivajo vse od vnosa dokumenta do priklica, s podporo za ekstrakcijo besedila iz datotek PDF, PPT in drugih običajnih formatov dokumentov.
+
+**5. Agent capabilities**: 
+  definirate lahko agente, ki temeljijo na klicanju funkcij LLM ali ReAct, in dodate vnaprej izdelana orodja ali orodja po meri za agenta. Dify ponuja več kot 50 vgrajenih orodij za agente AI, kot so Google Search, DALL·E, Stable Diffusion in WolframAlpha.
+
+**6. LLMOps**: 
+  Spremljajte in analizirajte dnevnike aplikacij in učinkovitost skozi čas. Pozive, nabore podatkov in modele lahko nenehno izboljšujete na podlagi proizvodnih podatkov in opomb.
+
+**7. Backend-as-a-Service**: 
+  AVse ponudbe Difyja so opremljene z ustreznimi API-ji, tako da lahko Dify brez težav integrirate v svojo poslovno logiko.
+
+
+## Uporaba Dify
+
+- **Cloud </br>**
+Gostimo storitev Dify Cloud za vsakogar, ki jo lahko preizkusite brez nastavitev. Zagotavlja vse zmožnosti različice za samostojno namestitev in vključuje 200 brezplačnih klicev GPT-4 v načrtu peskovnika.
+
+- **Self-hosting Dify Community Edition</br>**
+Hitro zaženite Dify v svojem okolju s tem [začetnim vodnikom](#quick-start) . Za dodatne reference in podrobnejša navodila uporabite našo [dokumentacijo](https://docs.dify.ai) .
+
+
+- **Dify za podjetja/organizacije</br>**
+Ponujamo dodatne funkcije, osredotočene na podjetja. Zabeležite svoja vprašanja prek tega klepetalnega robota ali nam pošljite e-pošto, da se pogovorimo o potrebah podjetja. </br>
+  > Za novoustanovljena podjetja in mala podjetja, ki uporabljajo AWS, si oglejte Dify Premium na AWS Marketplace in ga z enim klikom uvedite v svoj AWS VPC. To je cenovno ugodna ponudba AMI z možnostjo ustvarjanja aplikacij z logotipom in blagovno znamko po meri.
+
+
+## Staying ahead
+
+Star Dify on GitHub and be instantly notified of new releases.
+
+![star-us](https://github.com/langgenius/dify/assets/13230914/b823edc1-6388-4e25-ad45-2f6b187adbb4)
+
+
+## Napredne nastavitve
+
+Če morate prilagoditi konfiguracijo, si oglejte komentarje v naši datoteki .env.example in posodobite ustrezne vrednosti v svoji .env datoteki. Poleg tega boste morda morali prilagoditi docker-compose.yamlsamo datoteko, na primer spremeniti različice slike, preslikave vrat ali namestitve nosilca, glede na vaše specifično okolje in zahteve za uvajanje. Po kakršnih koli spremembah ponovno zaženite docker-compose up -d. Celoten seznam razpoložljivih spremenljivk okolja najdete tukaj .
+
+Če želite konfigurirati visoko razpoložljivo nastavitev, so na voljo Helm Charts in datoteke YAML, ki jih prispeva skupnost, ki omogočajo uvedbo Difyja v Kubernetes.
+
+- [Helm Chart by @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
+- [Helm Chart by @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
+- [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
+
+#### Uporaba Terraform za uvajanje
+
+namestite Dify v Cloud Platform z enim klikom z uporabo [terraform](https://www.terraform.io/)
+
+##### Azure Global
+- [Azure Terraform by @nikawang](https://github.com/nikawang/dify-azure-terraform)
+
+##### Google Cloud
+- [Google Cloud Terraform by @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
+
+## Prispevam
+
+Za tiste, ki bi radi prispevali kodo, si oglejte naš vodnik za prispevke . Hkrati vas prosimo, da podprete Dify tako, da ga delite na družbenih medijih ter na dogodkih in konferencah. 
+
+
+
+> Iščemo sodelavce za pomoč pri prevajanju Difyja v jezike, ki niso mandarinščina ali angleščina. Če želite pomagati, si oglejte i18n README za več informacij in nam pustite komentar v global-userskanalu našega strežnika skupnosti Discord .
+
+## Skupnost in stik
+
+* [Github Discussion](https://github.com/langgenius/dify/discussions). Najboljše za: izmenjavo povratnih informacij in postavljanje vprašanj.
+* [GitHub Issues](https://github.com/langgenius/dify/issues). Najboljše za: hrošče, na katere naletite pri uporabi Dify.AI, in predloge funkcij. Oglejte si naš [vodnik za prispevke](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
+* [Discord](https://discord.gg/FngNHpbcY7). Najboljše za: deljenje vaših aplikacij in druženje s skupnostjo.
+* [X(Twitter)](https://twitter.com/dify_ai). Najboljše za: deljenje vaših aplikacij in druženje s skupnostjo.
+
+**Contributors**
+
+<a href="https://github.com/langgenius/dify/graphs/contributors">
+  <img src="https://contrib.rocks/image?repo=langgenius/dify" />
+</a>
+
+## Star history
+
+[![Star History Chart](https://api.star-history.com/svg?repos=langgenius/dify&type=Date)](https://star-history.com/#langgenius/dify&Date)
+
+
+## Varnostno razkritje
+
+Zaradi zaščite vaše zasebnosti se izogibajte objavljanju varnostnih vprašanj na GitHub. Namesto tega pošljite vprašanja na security@dify.ai in zagotovili vam bomo podrobnejši odgovor.
+
+## Licenca
+
+To skladišče je na voljo pod [odprtokodno licenco Dify](LICENSE) , ki je v bistvu Apache 2.0 z nekaj dodatnimi omejitvami.
--- a/README_TR.md
+++ b/README_TR.md
@ -15,6 +15,9 @@
    <a href="https://discord.gg/FngNHpbcY7" target="_blank">
        <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
            alt="Discord'da sohbet et"></a>
+    <a href="https://reddit.com/r/difyai" target="_blank">  
+        <img src="https://img.shields.io/reddit/subreddit-subscribers/difyai?style=plastic&logo=reddit&label=r%2Fdifyai&labelColor=white"
+            alt="Follow Reddit"></a>
    <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
        <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
            alt="X(Twitter)'da takip et"></a>
--- a/README_VI.md
+++ b/README_VI.md
@ -15,6 +15,9 @@
    <a href="https://discord.gg/FngNHpbcY7" target="_blank">
        <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
            alt="chat trên Discord"></a>
+    <a href="https://reddit.com/r/difyai" target="_blank">  
+        <img src="https://img.shields.io/reddit/subreddit-subscribers/difyai?style=plastic&logo=reddit&label=r%2Fdifyai&labelColor=white"
+            alt="Follow Reddit"></a>
    <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
        <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
            alt="theo dõi trên X(Twitter)"></a>
--- a/api/commands.py
+++ b/api/commands.py
@ -589,7 +589,7 @@ def upgrade_db():
            click.echo(click.style("Database migration successful!", fg="green"))

        except Exception as e:
-            logging.exception(f"Database migration failed: {e}")
+            logging.exception("Failed to execute database migration")
        finally:
            lock.release()
    else:
@ -633,7 +633,7 @@ where sites.id is null limit 1000"""
                except Exception as e:
                    failed_app_ids.append(app_id)
                    click.echo(click.style("Failed to fix missing site for app {}".format(app_id), fg="red"))
-                    logging.exception(f"Fix app related site missing issue failed, error: {e}")
+                    logging.exception(f"Failed to fix app related site missing issue, app_id: {app_id}")
                    continue

            if not processed_count:
--- a/api/constants/languages.py
+++ b/api/constants/languages.py
@ -17,6 +17,7 @@ language_timezone_mapping = {
    "hi-IN": "Asia/Kolkata",
    "tr-TR": "Europe/Istanbul",
    "fa-IR": "Asia/Tehran",
+    "sl-SI": "Europe/Ljubljana",
 }

 languages = list(language_timezone_mapping.keys())
--- a/api/controllers/console/app/audio.py
+++ b/api/controllers/console/app/audio.py
@ -70,7 +70,7 @@ class ChatMessageAudioApi(Resource):
        except ValueError as e:
            raise e
        except Exception as e:
-            logging.exception(f"internal server error, {str(e)}.")
+            logging.exception("Failed to handle post request to ChatMessageAudioApi")
            raise InternalServerError()


@ -128,7 +128,7 @@ class ChatMessageTextApi(Resource):
        except ValueError as e:
            raise e
        except Exception as e:
-            logging.exception(f"internal server error, {str(e)}.")
+            logging.exception("Failed to handle post request to ChatMessageTextApi")
            raise InternalServerError()


@ -170,7 +170,7 @@ class TextModesApi(Resource):
        except ValueError as e:
            raise e
        except Exception as e:
-            logging.exception(f"internal server error, {str(e)}.")
+            logging.exception("Failed to handle get request to TextModesApi")
            raise InternalServerError()


--- a/api/controllers/console/datasets/datasets_document.py
+++ b/api/controllers/console/datasets/datasets_document.py
@ -948,7 +948,7 @@ class DocumentRetryApi(DocumentResource):
                    raise DocumentAlreadyFinishedError()
                retry_documents.append(document)
            except Exception as e:
-                logging.exception(f"Document {document_id} retry failed: {str(e)}")
+                logging.exception(f"Failed to retry document, document id: {document_id}")
                continue
        # retry document
        DocumentService.retry_document(dataset_id, retry_documents)
--- a/api/controllers/console/workspace/models.py
+++ b/api/controllers/console/workspace/models.py
@ -72,7 +72,10 @@ class DefaultModelApi(Resource):
                    model=model_setting["model"],
                )
            except Exception as ex:
-                logging.exception(f"{model_setting['model_type']} save error: {ex}")
+                logging.exception(
+                    f"Failed to update default model, model type: {model_setting['model_type']},"
+                    f" model:{model_setting.get('model')}"
+                )
                raise ex

        return {"result": "success"}
@ -156,7 +159,10 @@ class ModelProviderModelApi(Resource):
                        credentials=args["credentials"],
                    )
                except CredentialsValidateFailedError as ex:
-                    logging.exception(f"save model credentials error: {ex}")
+                    logging.exception(
+                        f"Failed to save model credentials, tenant_id: {tenant_id},"
+                        f" model: {args.get('model')}, model_type: {args.get('model_type')}"
+                    )
                    raise ValueError(str(ex))

        return {"result": "success"}, 200
--- a/api/controllers/web/audio.py
+++ b/api/controllers/web/audio.py
@ -59,7 +59,7 @@ class AudioApi(WebApiResource):
        except ValueError as e:
            raise e
        except Exception as e:
-            logging.exception(f"internal server error: {str(e)}")
+            logging.exception("Failed to handle post request to AudioApi")
            raise InternalServerError()


@ -117,7 +117,7 @@ class TextApi(WebApiResource):
        except ValueError as e:
            raise e
        except Exception as e:
-            logging.exception(f"internal server error: {str(e)}")
+            logging.exception("Failed to handle post request to TextApi")
            raise InternalServerError()


--- a/api/core/app/apps/advanced_chat/app_generator.py
+++ b/api/core/app/apps/advanced_chat/app_generator.py
@ -362,5 +362,5 @@ class AdvancedChatAppGenerator(MessageBasedAppGenerator):
            if e.args[0] == "I/O operation on closed file.":  # ignore this error
                raise GenerateTaskStoppedError()
            else:
-                logger.exception(e)
+                logger.exception(f"Failed to process generate task pipeline, conversation_id: {conversation.id}")
                raise e
--- a/api/core/app/apps/advanced_chat/generate_task_pipeline.py
+++ b/api/core/app/apps/advanced_chat/generate_task_pipeline.py
@ -242,7 +242,7 @@ class AdvancedChatAppGenerateTaskPipeline(BasedGenerateTaskPipeline, WorkflowCyc
                    start_listener_time = time.time()
                    yield MessageAudioStreamResponse(audio=audio_trunk.audio, task_id=task_id)
            except Exception as e:
-                logger.exception(e)
+                logger.exception(f"Failed to listen audio message, task_id: {task_id}")
                break
        if tts_publisher:
            yield MessageAudioEndStreamResponse(audio="", task_id=task_id)
--- a/api/core/app/apps/base_app_generator.py
+++ b/api/core/app/apps/base_app_generator.py
@ -91,6 +91,9 @@ class BaseAppGenerator:
            )

        if variable_entity.type == VariableEntityType.NUMBER and isinstance(value, str):
+            # handle empty string case
+            if not value.strip():
+                return None
            # may raise ValueError if user_input_value is not a valid number
            try:
                if "." in value:
--- a/api/core/app/apps/message_based_app_generator.py
+++ b/api/core/app/apps/message_based_app_generator.py
@ -80,7 +80,7 @@ class MessageBasedAppGenerator(BaseAppGenerator):
            if e.args[0] == "I/O operation on closed file.":  # ignore this error
                raise GenerateTaskStoppedError()
            else:
-                logger.exception(e)
+                logger.exception(f"Failed to handle response, conversation_id: {conversation.id}")
                raise e

    def _get_conversation_by_user(
--- a/api/core/app/apps/workflow/app_generator.py
+++ b/api/core/app/apps/workflow/app_generator.py
@ -298,5 +298,7 @@ class WorkflowAppGenerator(BaseAppGenerator):
            if e.args[0] == "I/O operation on closed file.":  # ignore this error
                raise GenerateTaskStoppedError()
            else:
-                logger.exception(e)
+                logger.exception(
+                    f"Fails to process generate task pipeline, task_id: {application_generate_entity.task_id}"
+                )
                raise e
--- a/api/core/app/apps/workflow/generate_task_pipeline.py
+++ b/api/core/app/apps/workflow/generate_task_pipeline.py
@ -216,7 +216,7 @@ class WorkflowAppGenerateTaskPipeline(BasedGenerateTaskPipeline, WorkflowCycleMa
                else:
                    yield MessageAudioStreamResponse(audio=audio_trunk.audio, task_id=task_id)
            except Exception as e:
-                logger.exception(e)
+                logger.exception(f"Fails to get audio trunk, task_id: {task_id}")
                break
        if tts_publisher:
            yield MessageAudioEndStreamResponse(audio="", task_id=task_id)
--- a/api/core/app/task_pipeline/message_cycle_manage.py
+++ b/api/core/app/task_pipeline/message_cycle_manage.py
@ -86,7 +86,7 @@ class MessageCycleManage:
                    conversation.name = name
                except Exception as e:
                    if dify_config.DEBUG:
-                        logging.exception(f"generate conversation name failed: {e}")
+                        logging.exception(f"generate conversation name failed, conversation_id: {conversation_id}")
                    pass

                db.session.merge(conversation)
--- a/api/core/helper/moderation.py
+++ b/api/core/helper/moderation.py
@ -41,7 +41,7 @@ def check_moderation(model_config: ModelConfigWithCredentialsEntity, text: str)
                if moderation_result is True:
                    return True
            except Exception as ex:
-                logger.exception(ex)
+                logger.exception(f"Fails to check moderation, provider_name: {provider_name}")
                raise InvokeBadRequestError("Rate limit exceeded, please try again later.")

    return False
--- a/api/core/helper/module_import_helper.py
+++ b/api/core/helper/module_import_helper.py
@ -29,7 +29,7 @@ def import_module_from_source(*, module_name: str, py_file_path: AnyStr, use_laz
        spec.loader.exec_module(module)
        return module
    except Exception as e:
-        logging.exception(f"Failed to load module {module_name} from {py_file_path}: {str(e)}")
+        logging.exception(f"Failed to load module {module_name} from script file '{py_file_path}'")
        raise e


--- a/api/core/indexing_runner.py
+++ b/api/core/indexing_runner.py
@ -554,7 +554,7 @@ class IndexingRunner:
                    qa_documents.append(qa_document)
                format_documents.extend(qa_documents)
            except Exception as e:
-                logging.exception(e)
+                logging.exception("Failed to format qa document")

            all_qa_documents.extend(format_documents)

--- a/api/core/llm_generator/llm_generator.py
+++ b/api/core/llm_generator/llm_generator.py
@ -102,7 +102,7 @@ class LLMGenerator:
        except InvokeError:
            questions = []
        except Exception as e:
-            logging.exception(e)
+            logging.exception("Failed to generate suggested questions after answer")
            questions = []

        return questions
@ -148,7 +148,7 @@ class LLMGenerator:
                error = str(e)
                error_step = "generate rule config"
            except Exception as e:
-                logging.exception(e)
+                logging.exception(f"Failed to generate rule config, model: {model_config.get('name')}")
                rule_config["error"] = str(e)

            rule_config["error"] = f"Failed to {error_step}. Error: {error}" if error else ""
@ -234,7 +234,7 @@ class LLMGenerator:
                error_step = "generate conversation opener"

        except Exception as e:
-            logging.exception(e)
+            logging.exception(f"Failed to generate rule config, model: {model_config.get('name')}")
            rule_config["error"] = str(e)

        rule_config["error"] = f"Failed to {error_step}. Error: {error}" if error else ""
@ -286,7 +286,9 @@ class LLMGenerator:
            error = str(e)
            return {"code": "", "language": code_language, "error": f"Failed to generate code. Error: {error}"}
        except Exception as e:
-            logging.exception(e)
+            logging.exception(
+                f"Failed to invoke LLM model, model: {model_config.get('name')}, language: {code_language}"
+            )
            return {"code": "", "language": code_language, "error": f"An unexpected error occurred: {str(e)}"}

    @classmethod
--- a/api/core/model_runtime/model_providers/azure_ai_studio/rerank/rerank.py
+++ b/api/core/model_runtime/model_providers/azure_ai_studio/rerank/rerank.py
@ -103,7 +103,7 @@ class AzureRerankModel(RerankModel):
            return RerankResult(model=model, docs=rerank_documents)

        except Exception as e:
-            logger.exception(f"Exception in Azure rerank: {e}")
+            logger.exception(f"Failed to invoke rerank model, model: {model}")
            raise

    def validate_credentials(self, model: str, credentials: dict) -> None:
--- a/api/core/model_runtime/model_providers/sagemaker/rerank/rerank.py
+++ b/api/core/model_runtime/model_providers/sagemaker/rerank/rerank.py
@ -113,7 +113,7 @@ class SageMakerRerankModel(RerankModel):
            return RerankResult(model=model, docs=rerank_documents)

        except Exception as e:
-            logger.exception(f"Exception {e}, line : {line}")
+            logger.exception(f"Failed to invoke rerank model, model: {model}")

    def validate_credentials(self, model: str, credentials: dict) -> None:
        """
--- a/api/core/model_runtime/model_providers/sagemaker/speech2text/speech2text.py
+++ b/api/core/model_runtime/model_providers/sagemaker/speech2text/speech2text.py
@ -78,7 +78,7 @@ class SageMakerSpeech2TextModel(Speech2TextModel):
            json_obj = json.loads(json_str)
            asr_text = json_obj["text"]
        except Exception as e:
-            logger.exception(f"failed to invoke speech2text model, {e}")
+            logger.exception(f"failed to invoke speech2text model, model: {model}")
            raise CredentialsValidateFailedError(str(e))

        return asr_text
--- a/api/core/model_runtime/model_providers/sagemaker/text_embedding/text_embedding.py
+++ b/api/core/model_runtime/model_providers/sagemaker/text_embedding/text_embedding.py
@ -117,7 +117,7 @@ class SageMakerEmbeddingModel(TextEmbeddingModel):
            return TextEmbeddingResult(embeddings=all_embeddings, usage=usage, model=model)

        except Exception as e:
-            logger.exception(f"Exception {e}, line : {line}")
+            logger.exception(f"Failed to invoke text embedding model, model: {model}, line: {line}")

    def get_num_tokens(self, model: str, credentials: dict, texts: list[str]) -> int:
        """
--- a/api/core/model_runtime/model_providers/volcengine_maas/legacy/volc_sdk/common.py
+++ b/api/core/model_runtime/model_providers/volcengine_maas/legacy/volc_sdk/common.py
@ -1,5 +1,6 @@
 import json
 import random
+from collections import UserDict
 from datetime import datetime


@ -10,9 +11,9 @@ class ChatRole:
    FUNCTION = "function"


-class _Dict(dict):
-    __setattr__ = dict.__setitem__
-    __getattr__ = dict.__getitem__
+class _Dict(UserDict):
+    __setattr__ = UserDict.__setitem__
+    __getattr__ = UserDict.__getitem__

    def __missing__(self, key):
        return None
--- a/api/core/moderation/output_moderation.py
+++ b/api/core/moderation/output_moderation.py
@ -126,6 +126,6 @@ class OutputModeration(BaseModel):
            result: ModerationOutputsResult = moderation_factory.moderation_for_outputs(moderation_buffer)
            return result
        except Exception as e:
-            logger.exception("Moderation Output error: %s", e)
+            logger.exception(f"Moderation Output error, app_id: {app_id}")

        return None
--- a/api/core/ops/ops_trace_manager.py
+++ b/api/core/ops/ops_trace_manager.py
@ -711,7 +711,7 @@ class TraceQueueManager:
                trace_task.app_id = self.app_id
                trace_manager_queue.put(trace_task)
        except Exception as e:
-            logging.exception(f"Error adding trace task: {e}")
+            logging.exception(f"Error adding trace task, trace_type {trace_task.trace_type}")
        finally:
            self.start_timer()

@ -730,7 +730,7 @@ class TraceQueueManager:
            if tasks:
                self.send_to_celery(tasks)
        except Exception as e:
-            logging.exception(f"Error processing trace tasks: {e}")
+            logging.exception("Error processing trace tasks")

    def start_timer(self):
        global trace_manager_timer
--- a/api/core/rag/datasource/vdb/couchbase/couchbase_vector.py
+++ b/api/core/rag/datasource/vdb/couchbase/couchbase_vector.py
@ -242,7 +242,7 @@ class CouchbaseVector(BaseVector):
        try:
            self._cluster.query(query, named_parameters={"doc_ids": ids}).execute()
        except Exception as e:
-            logger.exception(e)
+            logger.exception(f"Failed to delete documents, ids: {ids}")

    def delete_by_document_id(self, document_id: str):
        query = f"""
--- a/api/core/rag/datasource/vdb/lindorm/lindorm_vector.py
+++ b/api/core/rag/datasource/vdb/lindorm/lindorm_vector.py
@ -79,7 +79,7 @@ class LindormVectorStore(BaseVector):
                existing_docs = self._client.mget(index=self._collection_name, body={"ids": batch_ids}, _source=False)
                return {doc["_id"] for doc in existing_docs["docs"] if doc["found"]}
            except Exception as e:
-                logger.exception(f"Error fetching batch {batch_ids}: {e}")
+                logger.exception(f"Error fetching batch {batch_ids}")
                return set()

        @retry(stop=stop_after_attempt(3), wait=wait_fixed(60))
@ -96,7 +96,7 @@ class LindormVectorStore(BaseVector):
                )
                return {doc["_id"] for doc in existing_docs["docs"] if doc["found"]}
            except Exception as e:
-                logger.exception(f"Error fetching batch {batch_ids}: {e}")
+                logger.exception(f"Error fetching batch ids: {batch_ids}")
                return set()

        if ids is None:
@ -177,7 +177,7 @@ class LindormVectorStore(BaseVector):
            else:
                logger.warning(f"Index '{self._collection_name}' does not exist. No deletion performed.")
        except Exception as e:
-            logger.exception(f"Error occurred while deleting the index: {e}")
+            logger.exception(f"Error occurred while deleting the index: {self._collection_name}")
            raise e

    def text_exists(self, id: str) -> bool:
@ -201,7 +201,7 @@ class LindormVectorStore(BaseVector):
        try:
            response = self._client.search(index=self._collection_name, body=query)
        except Exception as e:
-            logger.exception(f"Error executing search: {e}")
+            logger.exception(f"Error executing vector search, query: {query}")
            raise

        docs_and_scores = []
--- a/api/core/rag/datasource/vdb/myscale/myscale_vector.py
+++ b/api/core/rag/datasource/vdb/myscale/myscale_vector.py
@ -142,7 +142,7 @@ class MyScaleVector(BaseVector):
                for r in self._client.query(sql).named_results()
            ]
        except Exception as e:
-            logging.exception(f"\033[91m\033[1m{type(e)}\033[0m \033[95m{str(e)}\033[0m")
+            logging.exception(f"\033[91m\033[1m{type(e)}\033[0m \033[95m{str(e)}\033[0m")  # noqa:TRY401
            return []

    def delete(self) -> None:
--- a/api/core/rag/datasource/vdb/opensearch/opensearch_vector.py
+++ b/api/core/rag/datasource/vdb/opensearch/opensearch_vector.py
@ -158,7 +158,7 @@ class OpenSearchVector(BaseVector):
        try:
            response = self._client.search(index=self._collection_name.lower(), body=query)
        except Exception as e:
-            logger.exception(f"Error executing search: {e}")
+            logger.exception(f"Error executing vector search, query: {query}")
            raise

        docs = []
--- a/api/core/rag/embedding/cached_embedding.py
+++ b/api/core/rag/embedding/cached_embedding.py
@ -69,7 +69,7 @@ class CacheEmbedding(Embeddings):
                        except IntegrityError:
                            db.session.rollback()
                        except Exception as e:
-                            logging.exception("Failed transform embedding: %s", e)
+                            logging.exception("Failed transform embedding")
                cache_embeddings = []
                try:
                    for i, embedding in zip(embedding_queue_indices, embedding_queue_embeddings):
@ -89,7 +89,7 @@ class CacheEmbedding(Embeddings):
                    db.session.rollback()
            except Exception as ex:
                db.session.rollback()
-                logger.exception("Failed to embed documents: %s", ex)
+                logger.exception("Failed to embed documents: %s")
                raise ex

        return text_embeddings
@ -112,7 +112,7 @@ class CacheEmbedding(Embeddings):
            embedding_results = (embedding_results / np.linalg.norm(embedding_results)).tolist()
        except Exception as ex:
            if dify_config.DEBUG:
-                logging.exception(f"Failed to embed query text: {ex}")
+                logging.exception(f"Failed to embed query text '{text[:10]}...({len(text)} chars)'")
            raise ex

        try:
@ -126,7 +126,7 @@ class CacheEmbedding(Embeddings):
            redis_client.setex(embedding_cache_key, 600, encoded_str)
        except Exception as ex:
            if dify_config.DEBUG:
-                logging.exception("Failed to add embedding to redis %s", ex)
+                logging.exception(f"Failed to add embedding to redis for the text '{text[:10]}...({len(text)} chars)'")
            raise ex

        return embedding_results
--- a/api/core/rag/extractor/word_extractor.py
+++ b/api/core/rag/extractor/word_extractor.py
@ -229,7 +229,7 @@ class WordExtractor(BaseExtractor):
                                for i in url_pattern.findall(x.text):
                                    hyperlinks_url = str(i)
                    except Exception as e:
-                        logger.exception(e)
+                        logger.exception("Failed to parse HYPERLINK xml")

        def parse_paragraph(paragraph):
            paragraph_content = []
--- a/api/core/rag/index_processor/processor/qa_index_processor.py
+++ b/api/core/rag/index_processor/processor/qa_index_processor.py
@ -159,7 +159,7 @@ class QAIndexProcessor(BaseIndexProcessor):
                    qa_documents.append(qa_document)
                format_documents.extend(qa_documents)
            except Exception as e:
-                logging.exception(e)
+                logging.exception("Failed to format qa document")

            all_qa_documents.extend(format_documents)

--- a/api/core/tools/provider/builtin/audio/tools/asr.py
+++ b/api/core/tools/provider/builtin/audio/tools/asr.py
@ -57,13 +57,12 @@ class ASRTool(BuiltinTool):
                name="model",
                label=I18nObject(en_US="Model", zh_Hans="Model"),
                human_description=I18nObject(
-                    en_US="All available ASR models",
-                    zh_Hans="所有可用的 ASR 模型",
+                    en_US="All available ASR models. You can config model in the Model Provider of Settings.",
+                    zh_Hans="所有可用的 ASR 模型。你可以在设置中的模型供应商里配置。",
                ),
                type=ToolParameter.ToolParameterType.SELECT,
                form=ToolParameter.ToolParameterForm.FORM,
                required=True,
-                default=options[0].value,
                options=options,
            )
        )
--- a/api/core/tools/provider/builtin/audio/tools/tts.py
+++ b/api/core/tools/provider/builtin/audio/tools/tts.py
@ -77,13 +77,12 @@ class TTSTool(BuiltinTool):
                name="model",
                label=I18nObject(en_US="Model", zh_Hans="Model"),
                human_description=I18nObject(
-                    en_US="All available TTS models",
-                    zh_Hans="所有可用的 TTS 模型",
+                    en_US="All available TTS models. You can config model in the Model Provider of Settings.",
+                    zh_Hans="所有可用的 TTS 模型。你可以在设置中的模型供应商里配置。",
                ),
                type=ToolParameter.ToolParameterType.SELECT,
                form=ToolParameter.ToolParameterForm.FORM,
                required=True,
-                default=options[0].value,
                options=options,
            ),
        )
--- a/api/core/tools/provider/builtin/email/tools/send.py
+++ b/api/core/tools/provider/builtin/email/tools/send.py
@ -38,7 +38,7 @@ def send_mail(parmas: SendEmailToolParameters):
                server.sendmail(parmas.email_account, parmas.sender_to, msg.as_string())
                return True
        except Exception as e:
-            logging.exception("send email failed: %s", e)
+            logging.exception("send email failed")
            return False
    else:  # NONE or TLS
        try:
@ -49,5 +49,5 @@ def send_mail(parmas: SendEmailToolParameters):
                server.sendmail(parmas.email_account, parmas.sender_to, msg.as_string())
                return True
        except Exception as e:
-            logging.exception("send email failed: %s", e)
+            logging.exception("send email failed")
            return False
--- a/api/core/tools/provider/builtin/fal/tools/wizper.py
+++ b/api/core/tools/provider/builtin/fal/tools/wizper.py
@ -0,0 +1,52 @@
+import io
+import os
+from typing import Any
+
+import fal_client
+
+from core.file.enums import FileAttribute, FileType
+from core.file.file_manager import download, get_attr
+from core.tools.entities.tool_entities import ToolInvokeMessage
+from core.tools.tool.builtin_tool import BuiltinTool
+
+
+class WizperTool(BuiltinTool):
+    def _invoke(self, user_id: str, tool_parameters: dict[str, Any]) -> ToolInvokeMessage:
+        audio_file = tool_parameters.get("audio_file")
+        task = tool_parameters.get("task", "transcribe")
+        language = tool_parameters.get("language", "en")
+        chunk_level = tool_parameters.get("chunk_level", "segment")
+        version = tool_parameters.get("version", "3")
+
+        if audio_file.type != FileType.AUDIO:
+            return [self.create_text_message("Not a valid audio file.")]
+
+        api_key = self.runtime.credentials["fal_api_key"]
+
+        os.environ["FAL_KEY"] = api_key
+
+        audio_binary = io.BytesIO(download(audio_file))
+        mime_type = get_attr(file=audio_file, attr=FileAttribute.MIME_TYPE)
+        file_data = audio_binary.getvalue()
+
+        try:
+            audio_url = fal_client.upload(file_data, mime_type)
+
+        except Exception as e:
+            return [self.create_text_message(f"Error uploading audio file: {str(e)}")]
+
+        arguments = {
+            "audio_url": audio_url,
+            "task": task,
+            "language": language,
+            "chunk_level": chunk_level,
+            "version": version,
+        }
+
+        result = fal_client.subscribe(
+            "fal-ai/wizper",
+            arguments=arguments,
+            with_logs=False,
+        )
+
+        return self.create_json_message(result)
--- a/api/core/tools/provider/builtin/fal/tools/wizper.yaml
+++ b/api/core/tools/provider/builtin/fal/tools/wizper.yaml
@ -0,0 +1,489 @@
+identity:
+  name: wizper
+  author: Kalo Chin
+  label:
+    en_US: Wizper
+    zh_Hans: Wizper
+description:
+  human:
+    en_US: Transcribe an audio file using the Whisper model.
+    zh_Hans: 使用 Whisper 模型转录音频文件。
+  llm: Transcribe an audio file using the Whisper model.
+parameters:
+  - name: audio_file
+    type: file
+    required: true
+    label:
+      en_US: Audio File
+      zh_Hans: 音频文件
+    human_description:
+      en_US: "Upload an audio file to transcribe. Supports mp3, mp4, mpeg, mpga, m4a, wav, or webm formats."
+      zh_Hans: "上传要转录的音频文件。支持 mp3、mp4、mpeg、mpga、m4a、wav 或 webm 格式。"
+    llm_description: "Audio file to transcribe. Supported formats: mp3, mp4, mpeg, mpga, m4a, wav, or webm."
+    form: llm
+  - name: task
+    type: select
+    required: true
+    label:
+      en_US: Task
+      zh_Hans: 任务
+    human_description:
+      en_US: "Choose whether to transcribe the audio in its original language or translate it to English"
+      zh_Hans: "选择是以原始语言转录音频还是将其翻译成英语"
+    llm_description: "Task to perform on the audio file. Either transcribe or translate. Default value: 'transcribe'. If 'translate' is selected as the task, the audio will be translated to English, regardless of the language selected."
+    form: form
+    default: transcribe
+    options:
+      - value: transcribe
+        label:
+          en_US: Transcribe
+          zh_Hans: 转录
+      - value: translate
+        label:
+          en_US: Translate
+          zh_Hans: 翻译
+  - name: language
+    type: select
+    required: true
+    label:
+      en_US: Language
+      zh_Hans: 语言
+    human_description:
+      en_US: "Select the primary language spoken in the audio file"
+      zh_Hans: "选择音频文件中使用的主要语言"
+    llm_description: "Language of the audio file."
+    form: form
+    default: en
+    options:
+      - value: af
+        label:
+          en_US: Afrikaans
+          zh_Hans: 南非语
+      - value: am
+        label:
+          en_US: Amharic
+          zh_Hans: 阿姆哈拉语
+      - value: ar
+        label:
+          en_US: Arabic
+          zh_Hans: 阿拉伯语
+      - value: as
+        label:
+          en_US: Assamese
+          zh_Hans: 阿萨姆语
+      - value: az
+        label:
+          en_US: Azerbaijani
+          zh_Hans: 阿塞拜疆语
+      - value: ba
+        label:
+          en_US: Bashkir
+          zh_Hans: 巴什基尔语
+      - value: be
+        label:
+          en_US: Belarusian
+          zh_Hans: 白俄罗斯语
+      - value: bg
+        label:
+          en_US: Bulgarian
+          zh_Hans: 保加利亚语
+      - value: bn
+        label:
+          en_US: Bengali
+          zh_Hans: 孟加拉语
+      - value: bo
+        label:
+          en_US: Tibetan
+          zh_Hans: 藏语
+      - value: br
+        label:
+          en_US: Breton
+          zh_Hans: 布列塔尼语
+      - value: bs
+        label:
+          en_US: Bosnian
+          zh_Hans: 波斯尼亚语
+      - value: ca
+        label:
+          en_US: Catalan
+          zh_Hans: 加泰罗尼亚语
+      - value: cs
+        label:
+          en_US: Czech
+          zh_Hans: 捷克语
+      - value: cy
+        label:
+          en_US: Welsh
+          zh_Hans: 威尔士语
+      - value: da
+        label:
+          en_US: Danish
+          zh_Hans: 丹麦语
+      - value: de
+        label:
+          en_US: German
+          zh_Hans: 德语
+      - value: el
+        label:
+          en_US: Greek
+          zh_Hans: 希腊语
+      - value: en
+        label:
+          en_US: English
+          zh_Hans: 英语
+      - value: es
+        label:
+          en_US: Spanish
+          zh_Hans: 西班牙语
+      - value: et
+        label:
+          en_US: Estonian
+          zh_Hans: 爱沙尼亚语
+      - value: eu
+        label:
+          en_US: Basque
+          zh_Hans: 巴斯克语
+      - value: fa
+        label:
+          en_US: Persian
+          zh_Hans: 波斯语
+      - value: fi
+        label:
+          en_US: Finnish
+          zh_Hans: 芬兰语
+      - value: fo
+        label:
+          en_US: Faroese
+          zh_Hans: 法罗语
+      - value: fr
+        label:
+          en_US: French
+          zh_Hans: 法语
+      - value: gl
+        label:
+          en_US: Galician
+          zh_Hans: 加利西亚语
+      - value: gu
+        label:
+          en_US: Gujarati
+          zh_Hans: 古吉拉特语
+      - value: ha
+        label:
+          en_US: Hausa
+          zh_Hans: 毫萨语
+      - value: haw
+        label:
+          en_US: Hawaiian
+          zh_Hans: 夏威夷语
+      - value: he
+        label:
+          en_US: Hebrew
+          zh_Hans: 希伯来语
+      - value: hi
+        label:
+          en_US: Hindi
+          zh_Hans: 印地语
+      - value: hr
+        label:
+          en_US: Croatian
+          zh_Hans: 克罗地亚语
+      - value: ht
+        label:
+          en_US: Haitian Creole
+          zh_Hans: 海地克里奥尔语
+      - value: hu
+        label:
+          en_US: Hungarian
+          zh_Hans: 匈牙利语
+      - value: hy
+        label:
+          en_US: Armenian
+          zh_Hans: 亚美尼亚语
+      - value: id
+        label:
+          en_US: Indonesian
+          zh_Hans: 印度尼西亚语
+      - value: is
+        label:
+          en_US: Icelandic
+          zh_Hans: 冰岛语
+      - value: it
+        label:
+          en_US: Italian
+          zh_Hans: 意大利语
+      - value: ja
+        label:
+          en_US: Japanese
+          zh_Hans: 日语
+      - value: jw
+        label:
+          en_US: Javanese
+          zh_Hans: 爪哇语
+      - value: ka
+        label:
+          en_US: Georgian
+          zh_Hans: 格鲁吉亚语
+      - value: kk
+        label:
+          en_US: Kazakh
+          zh_Hans: 哈萨克语
+      - value: km
+        label:
+          en_US: Khmer
+          zh_Hans: 高棉语
+      - value: kn
+        label:
+          en_US: Kannada
+          zh_Hans: 卡纳达语
+      - value: ko
+        label:
+          en_US: Korean
+          zh_Hans: 韩语
+      - value: la
+        label:
+          en_US: Latin
+          zh_Hans: 拉丁语
+      - value: lb
+        label:
+          en_US: Luxembourgish
+          zh_Hans: 卢森堡语
+      - value: ln
+        label:
+          en_US: Lingala
+          zh_Hans: 林加拉语
+      - value: lo
+        label:
+          en_US: Lao
+          zh_Hans: 老挝语
+      - value: lt
+        label:
+          en_US: Lithuanian
+          zh_Hans: 立陶宛语
+      - value: lv
+        label:
+          en_US: Latvian
+          zh_Hans: 拉脱维亚语
+      - value: mg
+        label:
+          en_US: Malagasy
+          zh_Hans: 马尔加什语
+      - value: mi
+        label:
+          en_US: Maori
+          zh_Hans: 毛利语
+      - value: mk
+        label:
+          en_US: Macedonian
+          zh_Hans: 马其顿语
+      - value: ml
+        label:
+          en_US: Malayalam
+          zh_Hans: 马拉雅拉姆语
+      - value: mn
+        label:
+          en_US: Mongolian
+          zh_Hans: 蒙古语
+      - value: mr
+        label:
+          en_US: Marathi
+          zh_Hans: 马拉地语
+      - value: ms
+        label:
+          en_US: Malay
+          zh_Hans: 马来语
+      - value: mt
+        label:
+          en_US: Maltese
+          zh_Hans: 马耳他语
+      - value: my
+        label:
+          en_US: Burmese
+          zh_Hans: 缅甸语
+      - value: ne
+        label:
+          en_US: Nepali
+          zh_Hans: 尼泊尔语
+      - value: nl
+        label:
+          en_US: Dutch
+          zh_Hans: 荷兰语
+      - value: nn
+        label:
+          en_US: Norwegian Nynorsk
+          zh_Hans: 新挪威语
+      - value: no
+        label:
+          en_US: Norwegian
+          zh_Hans: 挪威语
+      - value: oc
+        label:
+          en_US: Occitan
+          zh_Hans: 奥克语
+      - value: pa
+        label:
+          en_US: Punjabi
+          zh_Hans: 旁遮普语
+      - value: pl
+        label:
+          en_US: Polish
+          zh_Hans: 波兰语
+      - value: ps
+        label:
+          en_US: Pashto
+          zh_Hans: 普什图语
+      - value: pt
+        label:
+          en_US: Portuguese
+          zh_Hans: 葡萄牙语
+      - value: ro
+        label:
+          en_US: Romanian
+          zh_Hans: 罗马尼亚语
+      - value: ru
+        label:
+          en_US: Russian
+          zh_Hans: 俄语
+      - value: sa
+        label:
+          en_US: Sanskrit
+          zh_Hans: 梵语
+      - value: sd
+        label:
+          en_US: Sindhi
+          zh_Hans: 信德语
+      - value: si
+        label:
+          en_US: Sinhala
+          zh_Hans: 僧伽罗语
+      - value: sk
+        label:
+          en_US: Slovak
+          zh_Hans: 斯洛伐克语
+      - value: sl
+        label:
+          en_US: Slovenian
+          zh_Hans: 斯洛文尼亚语
+      - value: sn
+        label:
+          en_US: Shona
+          zh_Hans: 修纳语
+      - value: so
+        label:
+          en_US: Somali
+          zh_Hans: 索马里语
+      - value: sq
+        label:
+          en_US: Albanian
+          zh_Hans: 阿尔巴尼亚语
+      - value: sr
+        label:
+          en_US: Serbian
+          zh_Hans: 塞尔维亚语
+      - value: su
+        label:
+          en_US: Sundanese
+          zh_Hans: 巽他语
+      - value: sv
+        label:
+          en_US: Swedish
+          zh_Hans: 瑞典语
+      - value: sw
+        label:
+          en_US: Swahili
+          zh_Hans: 斯瓦希里语
+      - value: ta
+        label:
+          en_US: Tamil
+          zh_Hans: 泰米尔语
+      - value: te
+        label:
+          en_US: Telugu
+          zh_Hans: 泰卢固语
+      - value: tg
+        label:
+          en_US: Tajik
+          zh_Hans: 塔吉克语
+      - value: th
+        label:
+          en_US: Thai
+          zh_Hans: 泰语
+      - value: tk
+        label:
+          en_US: Turkmen
+          zh_Hans: 土库曼语
+      - value: tl
+        label:
+          en_US: Tagalog
+          zh_Hans: 他加禄语
+      - value: tr
+        label:
+          en_US: Turkish
+          zh_Hans: 土耳其语
+      - value: tt
+        label:
+          en_US: Tatar
+          zh_Hans: 鞑靼语
+      - value: uk
+        label:
+          en_US: Ukrainian
+          zh_Hans: 乌克兰语
+      - value: ur
+        label:
+          en_US: Urdu
+          zh_Hans: 乌尔都语
+      - value: uz
+        label:
+          en_US: Uzbek
+          zh_Hans: 乌兹别克语
+      - value: vi
+        label:
+          en_US: Vietnamese
+          zh_Hans: 越南语
+      - value: yi
+        label:
+          en_US: Yiddish
+          zh_Hans: 意第绪语
+      - value: yo
+        label:
+          en_US: Yoruba
+          zh_Hans: 约鲁巴语
+      - value: yue
+        label:
+          en_US: Cantonese
+          zh_Hans: 粤语
+      - value: zh
+        label:
+          en_US: Chinese
+          zh_Hans: 中文
+  - name: chunk_level
+    type: select
+    label:
+      en_US: Chunk Level
+      zh_Hans: 分块级别
+    human_description:
+      en_US: "Choose how the transcription should be divided into chunks"
+      zh_Hans: "选择如何将转录内容分成块"
+    llm_description: "Level of the chunks to return."
+    form: form
+    default: segment
+    options:
+      - value: segment
+        label:
+          en_US: Segment
+          zh_Hans: 段
+  - name: version
+    type: select
+    label:
+      en_US: Version
+      zh_Hans: 版本
+    human_description:
+      en_US: "Select which version of the Whisper large model to use"
+      zh_Hans: "选择要使用的 Whisper large 模型版本"
+    llm_description: "Version of the model to use. All of the models are the Whisper large variant."
+    form: form
+    default: "3"
+    options:
+      - value: "3"
+        label:
+          en_US: Version 3
+          zh_Hans: 版本 3
--- a/api/core/tools/tool/workflow_tool.py
+++ b/api/core/tools/tool/workflow_tool.py
@ -175,7 +175,7 @@ class WorkflowTool(Tool):

                            files.append(file_dict)
                    except Exception as e:
-                        logger.exception(e)
+                        logger.exception(f"Failed to transform file {file}")
            else:
                parameters_result[parameter.name] = tool_parameters.get(parameter.name)

--- a/api/core/tools/tool_file_manager.py
+++ b/api/core/tools/tool_file_manager.py
@ -98,7 +98,7 @@ class ToolFileManager:
            response.raise_for_status()
            blob = response.content
        except Exception as e:
-            logger.exception(f"Failed to download file from {file_url}: {e}")
+            logger.exception(f"Failed to download file from {file_url}")
            raise

        mimetype = guess_type(file_url)[0] or "octet/stream"
--- a/api/core/tools/tool_manager.py
+++ b/api/core/tools/tool_manager.py
@ -388,7 +388,7 @@ class ToolManager:
                    yield provider

                except Exception as e:
-                    logger.exception(f"load builtin provider {provider} error: {e}")
+                    logger.exception(f"load builtin provider {provider}")
                    continue
        # set builtin providers loaded
        cls._builtin_providers_loaded = True
--- a/api/core/tools/utils/message_transformer.py
+++ b/api/core/tools/utils/message_transformer.py
@ -40,7 +40,7 @@ class ToolFileMessageTransformer:
                        )
                    )
                except Exception as e:
-                    logger.exception(e)
+                    logger.exception(f"Failed to download image from {url}")
                    result.append(
                        ToolInvokeMessage(
                            type=ToolInvokeMessage.MessageType.TEXT,
--- a/api/core/workflow/graph_engine/graph_engine.py
+++ b/api/core/workflow/graph_engine/graph_engine.py
@ -172,7 +172,7 @@ class GraphEngine:
                                "answer"
                            ].strip()
                except Exception as e:
-                    logger.exception(f"Graph run failed: {str(e)}")
+                    logger.exception("Graph run failed")
                    yield GraphRunFailedEvent(error=str(e))
                    return

@ -692,7 +692,7 @@ class GraphEngine:
            )
            return
        except Exception as e:
-            logger.exception(f"Node {node_instance.node_data.title} run failed: {str(e)}")
+            logger.exception(f"Node {node_instance.node_data.title} run failed")
            raise e
        finally:
            db.session.close()
--- a/api/core/workflow/nodes/base/node.py
+++ b/api/core/workflow/nodes/base/node.py
@ -69,7 +69,7 @@ class BaseNode(Generic[GenericNodeData]):
        try:
            result = self._run()
        except Exception as e:
-            logger.exception(f"Node {self.node_id} failed to run: {e}")
+            logger.exception(f"Node {self.node_id} failed to run")
            result = NodeRunResult(
                status=WorkflowNodeExecutionStatus.FAILED,
                error=str(e),
--- a/api/core/workflow/nodes/tool/tool_node.py
+++ b/api/core/workflow/nodes/tool/tool_node.py
@ -1,5 +1,4 @@
 from collections.abc import Mapping, Sequence
-from os import path
 from typing import Any

 from sqlalchemy import select
@ -180,7 +179,6 @@ class ToolNode(BaseNode[ToolNodeData]):
        for response in tool_response:
            if response.type in {ToolInvokeMessage.MessageType.IMAGE_LINK, ToolInvokeMessage.MessageType.IMAGE}:
                url = str(response.message) if response.message else None
-                ext = path.splitext(url)[1] if url else ".bin"
                tool_file_id = str(url).split("/")[-1].split(".")[0]
                transfer_method = response.meta.get("transfer_method", FileTransferMethod.TOOL_FILE)

@ -202,7 +200,6 @@ class ToolNode(BaseNode[ToolNodeData]):
                )
                result.append(file)
            elif response.type == ToolInvokeMessage.MessageType.BLOB:
-                # get tool file id
                tool_file_id = str(response.message).split("/")[-1].split(".")[0]
                with Session(db.engine) as session:
                    stmt = select(ToolFile).where(ToolFile.id == tool_file_id)
@ -211,7 +208,6 @@ class ToolNode(BaseNode[ToolNodeData]):
                        raise ValueError(f"tool file {tool_file_id} not exists")
                mapping = {
                    "tool_file_id": tool_file_id,
-                    "type": FileType.IMAGE,
                    "transfer_method": FileTransferMethod.TOOL_FILE,
                }
                file = file_factory.build_from_mapping(
@ -228,13 +224,8 @@ class ToolNode(BaseNode[ToolNodeData]):
                    tool_file = session.scalar(stmt)
                    if tool_file is None:
                        raise ToolFileError(f"Tool file {tool_file_id} does not exist")
-                if "." in url:
-                    extension = "." + url.split("/")[-1].split(".")[1]
-                else:
-                    extension = ".bin"
                mapping = {
                    "tool_file_id": tool_file_id,
-                    "type": FileType.IMAGE,
                    "transfer_method": transfer_method,
                    "url": url,
                }
--- a/api/extensions/ext_storage.py
+++ b/api/extensions/ext_storage.py
@ -70,7 +70,7 @@ class Storage:
        try:
            self.storage_runner.save(filename, data)
        except Exception as e:
-            logging.exception("Failed to save file: %s", e)
+            logging.exception(f"Failed to save file {filename}")
            raise e

    def load(self, filename: str, /, *, stream: bool = False) -> Union[bytes, Generator]:
@ -80,42 +80,42 @@ class Storage:
            else:
                return self.load_once(filename)
        except Exception as e:
-            logging.exception("Failed to load file: %s", e)
+            logging.exception(f"Failed to load file {filename}")
            raise e

    def load_once(self, filename: str) -> bytes:
        try:
            return self.storage_runner.load_once(filename)
        except Exception as e:
-            logging.exception("Failed to load_once file: %s", e)
+            logging.exception(f"Failed to load_once file {filename}")
            raise e

    def load_stream(self, filename: str) -> Generator:
        try:
            return self.storage_runner.load_stream(filename)
        except Exception as e:
-            logging.exception("Failed to load_stream file: %s", e)
+            logging.exception(f"Failed to load_stream file {filename}")
            raise e

    def download(self, filename, target_filepath):
        try:
            self.storage_runner.download(filename, target_filepath)
        except Exception as e:
-            logging.exception("Failed to download file: %s", e)
+            logging.exception(f"Failed to download file {filename}")
            raise e

    def exists(self, filename):
        try:
            return self.storage_runner.exists(filename)
        except Exception as e:
-            logging.exception("Failed to check file exists: %s", e)
+            logging.exception(f"Failed to check file exists {filename}")
            raise e

    def delete(self, filename):
        try:
            return self.storage_runner.delete(filename)
        except Exception as e:
-            logging.exception("Failed to delete file: %s", e)
+            logging.exception(f"Failed to delete file {filename}")
            raise e


--- a/api/factories/file_factory.py
+++ b/api/factories/file_factory.py
@ -180,6 +180,20 @@ def _get_remote_file_info(url: str):
    return mime_type, filename, file_size


+def _get_file_type_by_mimetype(mime_type: str) -> FileType:
+    if "image" in mime_type:
+        file_type = FileType.IMAGE
+    elif "video" in mime_type:
+        file_type = FileType.VIDEO
+    elif "audio" in mime_type:
+        file_type = FileType.AUDIO
+    elif "text" in mime_type or "pdf" in mime_type:
+        file_type = FileType.DOCUMENT
+    else:
+        file_type = FileType.CUSTOM
+    return file_type
+
+
 def _build_from_tool_file(
    *,
    mapping: Mapping[str, Any],
@ -199,12 +213,13 @@ def _build_from_tool_file(
        raise ValueError(f"ToolFile {mapping.get('tool_file_id')} not found")

    extension = "." + tool_file.file_key.split(".")[-1] if "." in tool_file.file_key else ".bin"
+    file_type = mapping.get("type", _get_file_type_by_mimetype(tool_file.mimetype))

    return File(
        id=mapping.get("id"),
        tenant_id=tenant_id,
        filename=tool_file.name,
-        type=FileType.value_of(mapping.get("type")),
+        type=file_type,
        transfer_method=transfer_method,
        remote_url=tool_file.original_url,
        related_id=tool_file.id,
--- a/api/libs/smtp.py
+++ b/api/libs/smtp.py
@ -39,13 +39,13 @@ class SMTPClient:

            smtp.sendmail(self._from, mail["to"], msg.as_string())
        except smtplib.SMTPException as e:
-            logging.exception(f"SMTP error occurred: {str(e)}")
+            logging.exception("SMTP error occurred")
            raise
        except TimeoutError as e:
-            logging.exception(f"Timeout occurred while sending email: {str(e)}")
+            logging.exception("Timeout occurred while sending email")
            raise
        except Exception as e:
-            logging.exception(f"Unexpected error occurred while sending email: {str(e)}")
+            logging.exception(f"Unexpected error occurred while sending email to {mail['to']}")
            raise
        finally:
            if smtp:
--- a/api/models/dataset.py
+++ b/api/models/dataset.py
@ -679,7 +679,7 @@ class DatasetKeywordTable(db.Model):
                    return json.loads(keyword_table_text.decode("utf-8"), cls=SetDecoder)
                return None
            except Exception as e:
-                logging.exception(str(e))
+                logging.exception(f"Failed to load keyword table from file: {file_key}")
                return None


--- a/api/poetry.lock
+++ b/api/poetry.lock
@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.

 [[package]]
 name = "aiohappyeyeballs"
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+    {file = "Brotli-1.1.0-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:6c6e0c425f22c1c719c42670d561ad682f7bfeeef918edea971a79ac5252437f"},
+    {file = "Brotli-1.1.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:494994f807ba0b92092a163a0a283961369a65f6cbe01e8891132b7a320e61eb"},
    {file = "Brotli-1.1.0-cp39-cp39-win32.whl", hash = "sha256:f0d8a7a6b5983c2496e364b969f0e526647a06b075d034f3297dc66f3b360c64"},
    {file = "Brotli-1.1.0-cp39-cp39-win_amd64.whl", hash = "sha256:cdad5b9014d83ca68c25d2e9444e28e967ef16e80f6b436918c700c117a85467"},
    {file = "Brotli-1.1.0.tar.gz", hash = "sha256:81de08ac11bcb85841e440c13611c00b67d3bf82698314928d0b676362546724"},
@ -2411,6 +2453,26 @@ files = [
 [package.extras]
 test = ["pytest (>=6)"]

+[[package]]
+name = "fal-client"
+version = "0.5.6"
+description = "Python client for fal.ai"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "fal_client-0.5.6-py3-none-any.whl", hash = "sha256:631fd857a3c44753ee46a2eea1e7276471453aca58faac9c3702f744c7c84050"},
+    {file = "fal_client-0.5.6.tar.gz", hash = "sha256:d3afc4b6250023d0ee8437ec504558231d3b106d7aabc12cda8c39883faddecb"},
+]
+
+[package.dependencies]
+httpx = ">=0.21.0,<1"
+httpx-sse = ">=0.4.0,<0.5"
+
+[package.extras]
+dev = ["fal-client[docs,test]"]
+docs = ["sphinx", "sphinx-autodoc-typehints", "sphinx-rtd-theme"]
+test = ["pillow", "pytest", "pytest-asyncio"]
+
 [[package]]
 name = "fastapi"
 version = "0.115.4"
@ -4049,6 +4111,17 @@ http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 zstd = ["zstandard (>=0.18.0)"]

+[[package]]
+name = "httpx-sse"
+version = "0.4.0"
+description = "Consume Server-Sent Event (SSE) messages with HTTPX."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "httpx-sse-0.4.0.tar.gz", hash = "sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721"},
+    {file = "httpx_sse-0.4.0-py3-none-any.whl", hash = "sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f"},
+]
+
 [[package]]
 name = "huggingface-hub"
 version = "0.16.4"
@ -8466,29 +8539,29 @@ pyasn1 = ">=0.1.3"

 [[package]]
 name = "ruff"
-version = "0.6.9"
+version = "0.7.3"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "ruff-0.6.9-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:140d4b5c9f5fc7a7b074908a78ab8d384dd7f6510402267bc76c37195c02a7ec"},
-    {file = "ruff-0.6.9-py3-none-macosx_11_0_arm64.whl", hash = "sha256:53fd8ca5e82bdee8da7f506d7b03a261f24cd43d090ea9db9a1dc59d9313914c"},
-    {file = "ruff-0.6.9-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:645d7d8761f915e48a00d4ecc3686969761df69fb561dd914a773c1a8266e14e"},
-    {file = "ruff-0.6.9-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:eae02b700763e3847595b9d2891488989cac00214da7f845f4bcf2989007d577"},
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-    {file = "ruff-0.6.9-py3-none-win_amd64.whl", hash = "sha256:785d31851c1ae91f45b3d8fe23b8ae4b5170089021fbb42402d811135f0b7117"},
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-    {file = "ruff-0.6.9.tar.gz", hash = "sha256:b076ef717a8e5bc819514ee1d602bbdca5b4420ae13a9cf61a0c0a4f53a2baa2"},
+    {file = "ruff-0.7.3-py3-none-linux_armv6l.whl", hash = "sha256:34f2339dc22687ec7e7002792d1f50712bf84a13d5152e75712ac08be565d344"},
+    {file = "ruff-0.7.3-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:fb397332a1879b9764a3455a0bb1087bda876c2db8aca3a3cbb67b3dbce8cda0"},
+    {file = "ruff-0.7.3-py3-none-macosx_11_0_arm64.whl", hash = "sha256:37d0b619546103274e7f62643d14e1adcbccb242efda4e4bdb9544d7764782e9"},
+    {file = "ruff-0.7.3-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5d59f0c3ee4d1a6787614e7135b72e21024875266101142a09a61439cb6e38a5"},
+    {file = "ruff-0.7.3-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:44eb93c2499a169d49fafd07bc62ac89b1bc800b197e50ff4633aed212569299"},
+    {file = "ruff-0.7.3-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6d0242ce53f3a576c35ee32d907475a8d569944c0407f91d207c8af5be5dae4e"},
+    {file = "ruff-0.7.3-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:6b6224af8b5e09772c2ecb8dc9f3f344c1aa48201c7f07e7315367f6dd90ac29"},
+    {file = "ruff-0.7.3-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c50f95a82b94421c964fae4c27c0242890a20fe67d203d127e84fbb8013855f5"},
+    {file = "ruff-0.7.3-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7f3eff9961b5d2644bcf1616c606e93baa2d6b349e8aa8b035f654df252c8c67"},
+    {file = "ruff-0.7.3-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b8963cab06d130c4df2fd52c84e9f10d297826d2e8169ae0c798b6221be1d1d2"},
+    {file = "ruff-0.7.3-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:61b46049d6edc0e4317fb14b33bd693245281a3007288b68a3f5b74a22a0746d"},
+    {file = "ruff-0.7.3-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:10ebce7696afe4644e8c1a23b3cf8c0f2193a310c18387c06e583ae9ef284de2"},
+    {file = "ruff-0.7.3-py3-none-musllinux_1_2_i686.whl", hash = "sha256:3f36d56326b3aef8eeee150b700e519880d1aab92f471eefdef656fd57492aa2"},
+    {file = "ruff-0.7.3-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:5d024301109a0007b78d57ab0ba190087b43dce852e552734ebf0b0b85e4fb16"},
+    {file = "ruff-0.7.3-py3-none-win32.whl", hash = "sha256:4ba81a5f0c5478aa61674c5a2194de8b02652f17addf8dfc40c8937e6e7d79fc"},
+    {file = "ruff-0.7.3-py3-none-win_amd64.whl", hash = "sha256:588a9ff2fecf01025ed065fe28809cd5a53b43505f48b69a1ac7707b1b7e4088"},
+    {file = "ruff-0.7.3-py3-none-win_arm64.whl", hash = "sha256:1713e2c5545863cdbfe2cbce21f69ffaf37b813bfd1fb3b90dc9a6f1963f5a8c"},
+    {file = "ruff-0.7.3.tar.gz", hash = "sha256:e1d1ba2e40b6e71a61b063354d04be669ab0d39c352461f3d789cac68b54a313"},
 ]

 [[package]]
@ -11005,4 +11078,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.13"
-content-hash = "f20bd678044926913dbbc24bd0cf22503a75817aa55f59457ff7822032139b77"
+content-hash = "2ba4b464eebc26598f290fa94713acc44c588f902176e6efa80622911d40f0ac"
--- a/api/pyproject.toml
+++ b/api/pyproject.toml
@ -35,6 +35,7 @@ select = [
    "S506", # unsafe-yaml-load
    "SIM", # flake8-simplify rules
    "TRY400", # error-instead-of-exception
+    "TRY401", # verbose-log-message
    "UP", # pyupgrade rules
    "W191", # tab-indentation
    "W605", # invalid-escape-sequence
@ -122,6 +123,7 @@ celery = "~5.4.0"
 chardet = "~5.1.0"
 cohere = "~5.2.4"
 dashscope = { version = "~1.17.0", extras = ["tokenizer"] }
+fal-client = "0.5.6"
 flask = "~3.0.1"
 flask-compress = "~1.14"
 flask-cors = "~4.0.0"
@ -278,4 +280,4 @@ pytest-mock = "~3.14.0"
 optional = true
 [tool.poetry.group.lint.dependencies]
 dotenv-linter = "~0.5.0"
-ruff = "~0.6.9"
+ruff = "~0.7.3"
--- a/api/services/account_service.py
+++ b/api/services/account_service.py
@ -779,7 +779,7 @@ class RegisterService:
            db.session.query(Tenant).delete()
            db.session.commit()

-            logging.exception(f"Setup failed: {e}")
+            logging.exception(f"Setup account failed, email: {email}, name: {name}")
            raise ValueError(f"Setup failed: {e}")

    @classmethod
@ -821,7 +821,7 @@ class RegisterService:
            db.session.rollback()
        except Exception as e:
            db.session.rollback()
-            logging.exception(f"Register failed: {e}")
+            logging.exception("Register failed")
            raise AccountRegisterError(f"Registration failed: {e}") from e

        return account
--- a/api/services/app_service.py
+++ b/api/services/app_service.py
@ -88,7 +88,7 @@ class AppService:
            except (ProviderTokenNotInitError, LLMBadRequestError):
                model_instance = None
            except Exception as e:
-                logging.exception(e)
+                logging.exception(f"Get default model instance failed, tenant_id: {tenant_id}")
                model_instance = None

            if model_instance:
--- a/api/services/tools/api_tools_manage_service.py
+++ b/api/services/tools/api_tools_manage_service.py
@ -195,7 +195,7 @@ class ApiToolManageService:
            # try to parse schema, avoid SSRF attack
            ApiToolManageService.parser_api_schema(schema)
        except Exception as e:
-            logger.exception(f"parse api schema error: {str(e)}")
+            logger.exception("parse api schema error")
            raise ValueError("invalid schema, please check the url you provided")

        return {"schema": schema}
--- a/api/services/tools/tools_transform_service.py
+++ b/api/services/tools/tools_transform_service.py
@ -183,7 +183,7 @@ class ToolTransformService:
        try:
            username = db_provider.user.name
        except Exception as e:
-            logger.exception(f"failed to get user name for api provider {db_provider.id}: {str(e)}")
+            logger.exception(f"failed to get user name for api provider {db_provider.id}")
        # add provider into providers
        credentials = db_provider.credentials
        result = UserToolProvider(
--- a/api/tasks/annotation/delete_annotation_index_task.py
+++ b/api/tasks/annotation/delete_annotation_index_task.py
@ -38,4 +38,4 @@ def delete_annotation_index_task(annotation_id: str, app_id: str, tenant_id: str
            click.style("App annotations index deleted : {} latency: {}".format(app_id, end_at - start_at), fg="green")
        )
    except Exception as e:
-        logging.exception("Annotation deleted index failed:{}".format(str(e)))
+        logging.exception("Annotation deleted index failed")
--- a/api/tasks/annotation/disable_annotation_reply_task.py
+++ b/api/tasks/annotation/disable_annotation_reply_task.py
@ -60,7 +60,7 @@ def disable_annotation_reply_task(job_id: str, app_id: str, tenant_id: str):
            click.style("App annotations index deleted : {} latency: {}".format(app_id, end_at - start_at), fg="green")
        )
    except Exception as e:
-        logging.exception("Annotation batch deleted index failed:{}".format(str(e)))
+        logging.exception("Annotation batch deleted index failed")
        redis_client.setex(disable_app_annotation_job_key, 600, "error")
        disable_app_annotation_error_key = "disable_app_annotation_error_{}".format(str(job_id))
        redis_client.setex(disable_app_annotation_error_key, 600, str(e))
--- a/api/tasks/annotation/enable_annotation_reply_task.py
+++ b/api/tasks/annotation/enable_annotation_reply_task.py
@ -93,7 +93,7 @@ def enable_annotation_reply_task(
            click.style("App annotations added to index: {} latency: {}".format(app_id, end_at - start_at), fg="green")
        )
    except Exception as e:
-        logging.exception("Annotation batch created index failed:{}".format(str(e)))
+        logging.exception("Annotation batch created index failed")
        redis_client.setex(enable_app_annotation_job_key, 600, "error")
        enable_app_annotation_error_key = "enable_app_annotation_error_{}".format(str(job_id))
        redis_client.setex(enable_app_annotation_error_key, 600, str(e))
--- a/api/tasks/batch_create_segment_to_index_task.py
+++ b/api/tasks/batch_create_segment_to_index_task.py
@ -103,5 +103,5 @@ def batch_create_segment_to_index_task(
            click.style("Segment batch created job: {} latency: {}".format(job_id, end_at - start_at), fg="green")
        )
    except Exception as e:
-        logging.exception("Segments batch created index failed:{}".format(str(e)))
+        logging.exception("Segments batch created index failed")
        redis_client.setex(indexing_cache_key, 600, "error")
--- a/api/tests/integration_tests/vdb/__mock/baiduvectordb.py
+++ b/api/tests/integration_tests/vdb/__mock/baiduvectordb.py
@ -1,4 +1,5 @@
 import os
+from collections import UserDict
 from unittest.mock import MagicMock

 import pytest
@ -11,7 +12,7 @@ from pymochow.model.table import Table
 from requests.adapters import HTTPAdapter


-class AttrDict(dict):
+class AttrDict(UserDict):
    def __getattr__(self, item):
        return self.get(item)

--- a/api/tests/integration_tests/vdb/__mock/upstashvectordb.py
+++ b/api/tests/integration_tests/vdb/__mock/upstashvectordb.py
@ -1,4 +1,5 @@
 import os
+from collections import UserDict
 from typing import Optional

 import pytest
@ -50,7 +51,7 @@ class MockIndex:
        return AttrDict({"dimension": 1024})


-class AttrDict(dict):
+class AttrDict(UserDict):
    def __getattr__(self, item):
        return self.get(item)

--- a/api/tests/unit_tests/oss/__mock/volcengine_tos.py
+++ b/api/tests/unit_tests/oss/__mock/volcengine_tos.py
@ -1,4 +1,5 @@
 import os
+from collections import UserDict
 from unittest.mock import MagicMock

 import pytest
@ -14,7 +15,7 @@ from tests.unit_tests.oss.__mock.base import (
 )


-class AttrDict(dict):
+class AttrDict(UserDict):
    def __getattr__(self, item):
        return self.get(item)

--- a/evaluate/code-generator/.env.example
+++ b/evaluate/code-generator/.env.example
@ -0,0 +1,7 @@
+# MODEL_PROVIDER=anthropic
+# MODEL_NAME=claude-3-5-sonnet-20241022
+MODEL_PROVIDER=openai
+MODEL_NAME=gpt-4o-mini
+CODE_EXECUTION_ENDPOINT=http://127.0.0.1:8194
+CODE_EXECUTION_API_KEY=dify-sandbox
+CONSOLE_API_URL=http://127.0.0.1:5001
--- a/evaluate/code-generator/.gitignore
+++ b/evaluate/code-generator/.gitignore
@ -0,0 +1,2 @@
+.env
+.env.local
--- a/evaluate/code-generator/README.md
+++ b/evaluate/code-generator/README.md
@ -0,0 +1,68 @@
+# Code Generator Evaluator
+
+## Getting Started
+1. Move to the evaluator directory
+
+```bash
+cd dify/evaluate/code-generator
+```
+
+2. Set up your `.env` file with required variables
+```bash
+cp .env.example .env
+```
+
+3. Add your test cases to `testdata/testcases.json`
+
+
+4. Execute the evaluator
+
+```bash
+# For Linux
+./bin/evaluate-code-linux
+
+# For macOS (Intel)
+./bin/evaluate-code-mac
+
+# For macOS (Apple Silicon)
+./bin/evaluate-code-mac-arm64
+
+# For Windows
+./bin/evaluate-code.exe
+```
+
+
+## Build Instructions
+
+### 1. Prepare Build Script
+First, grant execution permissions to the build script:
+```bash
+chmod +x build.sh
+```
+
+### 2. Prerequisites
+- Go 1.20 or higher
+- Properly configured `GOPATH`
+
+### 3. Build Process
+Run the cross-platform build with the following command:
+```bash
+./build.sh
+```
+
+## Running the Evaluator
+Execute the Code Generator evaluation on your platform using:
+
+```bash
+# For Linux
+./bin/evaluate-code-linux
+
+# For macOS (Intel)
+./bin/evaluate-code-mac
+
+# For macOS (Apple Silicon)
+./bin/evaluate-code-mac-arm64
+
+# For Windows
+./bin/evaluate-code.exe
+```
--- a/evaluate/code-generator/auth/login.go
+++ b/evaluate/code-generator/auth/login.go
@ -0,0 +1,62 @@
+package auth
+
+import (
+	"bytes"
+	"encoding/json"
+	"fmt"
+	"net/http"
+	"os"
+	"time"
+)
+
+type LoginRequest struct {
+	Email    string `json:"email"`
+	Password string `json:"password"`
+}
+
+type LoginResponse struct {
+	Result string `json:"result"`
+	Data   struct {
+		AccessToken  string `json:"access_token"`
+		RefreshToken string `json:"refresh_token"`
+	} `json:"data"`
+}
+
+func Login(email, password string) (string, error) {
+	client := &http.Client{
+		Timeout: 10 * time.Second,
+	}
+
+	loginPayload := LoginRequest{
+		Email:    email,
+		Password: password,
+	}
+
+	loginJSON, err := json.Marshal(loginPayload)
+	if err != nil {
+		return "", fmt.Errorf("failed to convert to JSON: %w", err)
+	}
+	baseUrl := os.Getenv("CONSOLE_API_URL")
+	loginReq, err := http.NewRequest("POST", baseUrl+"/console/api/login", bytes.NewBuffer(loginJSON))
+	if err != nil {
+		return "", fmt.Errorf("failed to create request: %w", err)
+	}
+	loginReq.Header.Set("Content-Type", "application/json")
+
+	loginResp, err := client.Do(loginReq)
+	if err != nil {
+		return "", fmt.Errorf("failed to send request: %w", err)
+	}
+	defer loginResp.Body.Close()
+
+	var loginResult LoginResponse
+	if err := json.NewDecoder(loginResp.Body).Decode(&loginResult); err != nil {
+		return "", fmt.Errorf("failed to decode response: %w", err)
+	}
+
+	if loginResult.Result != "success" {
+		return "", fmt.Errorf("login failed")
+	}
+
+	return loginResult.Data.AccessToken, nil
+}
--- a/evaluate/code-generator/bin/evaluate-code-linux
+++ b/evaluate/code-generator/bin/evaluate-code-linux
--- a/evaluate/code-generator/bin/evaluate-code-mac
+++ b/evaluate/code-generator/bin/evaluate-code-mac
--- a/evaluate/code-generator/bin/evaluate-code-mac-arm64
+++ b/evaluate/code-generator/bin/evaluate-code-mac-arm64
--- a/evaluate/code-generator/bin/evaluate-code.exe
+++ b/evaluate/code-generator/bin/evaluate-code.exe
--- a/evaluate/code-generator/build.sh
+++ b/evaluate/code-generator/build.sh
@ -0,0 +1,17 @@
+#!/bin/bash
+
+mkdir -p bin
+
+echo "Building for Linux (amd64)..."
+GOOS=linux GOARCH=amd64 go build -o bin/evaluate-code-linux ./cmd/
+
+echo "Building for macOS (amd64)..."
+GOOS=darwin GOARCH=amd64 go build -o bin/evaluate-code-mac ./cmd/
+
+echo "Building for macOS (arm64)..."
+GOOS=darwin GOARCH=arm64 go build -o bin/evaluate-code-mac-arm64 ./cmd/
+
+echo "Building for Windows (amd64)..."
+GOOS=windows GOARCH=amd64 go build -o bin/evaluate-code.exe ./cmd/
+
+echo "Build complete! Binaries are in the bin directory."
--- a/evaluate/code-generator/cmd/main.go
+++ b/evaluate/code-generator/cmd/main.go
@ -0,0 +1,121 @@
+package main
+
+import (
+	"evaluate/auth"
+	"evaluate/coderuntime"
+	"evaluate/testdata"
+	"fmt"
+	"os"
+	"strings"
+	"syscall"
+
+	"github.com/joho/godotenv"
+	"golang.org/x/term"
+)
+
+func main() {
+	if err := godotenv.Load("./.env"); err != nil {
+		fmt.Printf("Failed to load .env file: %v\n", err)
+		return
+	}
+
+	fmt.Print("Please enter your email address: ")
+	var email string
+	fmt.Scanln(&email)
+
+	fmt.Print("Please enter your password: ")
+	password, err := term.ReadPassword(int(syscall.Stdin))
+	if err != nil {
+		fmt.Printf("\nFailed to read password: %v\n", err)
+		return
+	}
+	fmt.Println()
+	accessToken, err := auth.Login(email, string(password))
+	testCases, err := testdata.LoadTestCases("./testdata/testcases.json")
+	if err != nil {
+		fmt.Printf("Failed to load test cases: %v\n", err)
+		return
+	}
+
+	metrics := testdata.NewTestMetrics()
+
+	modelProvider := os.Getenv("MODEL_PROVIDER")
+	modelName := os.Getenv("MODEL_NAME")
+
+	fmt.Println("━━━━━━━━━━━━━━━━━━━━━━━━━━━")
+	fmt.Printf("📱 Model Provider: %s\n", modelProvider)
+	fmt.Printf("🤖 Model Name: %s\n", modelName)
+	fmt.Println("━━━━━━━━━━━━━━━━━━━━━━━━━━━")
+
+	for _, tc := range testCases {
+		fmt.Printf("\nExecuting test case: %s\n", tc.Name)
+
+		codegenRequest := coderuntime.GenerateCodeRequest{
+			Instruction:  tc.Instruction,
+			CodeLanguage: tc.CodeLanguage,
+			NoVariable:   false,
+			ModelConfig: coderuntime.ModelConfig{
+				Provider: modelProvider,
+				Name:     modelName,
+				Mode:     "chat",
+				CompletionParams: coderuntime.CompletionParams{
+					Temperature:      0.7,
+					MaxTokens:        0,
+					TopP:             0,
+					Echo:             false,
+					Stop:             []string{},
+					PresencePenalty:  0,
+					FrequencyPenalty: 0,
+				},
+			},
+		}
+
+		generatedCode, err := coderuntime.GenerateCode(
+			codegenRequest,
+			coderuntime.AccessToken{
+				Value: accessToken,
+			},
+		)
+		if err != nil {
+			metrics.AddResult(testdata.TestResult{
+				TestCase: tc,
+				Success:  false,
+				Error:    err,
+			})
+			continue
+		}
+
+		language := generatedCode.Language
+		if language == "python" {
+			language += "3"
+		}
+
+		request := coderuntime.SandboxRequest{
+			Language:      language,
+			Code:          generatedCode.Code,
+			EnableNetwork: true,
+		}
+
+		result, err := coderuntime.ExecuteCode(request, tc.Inputs)
+		if result.Error != nil {
+			metrics.AddResult(testdata.TestResult{
+				TestCase: tc,
+				Success:  false,
+				Error:    result.Error,
+			})
+			continue
+		}
+
+		normalizedResult := strings.ReplaceAll(strings.ReplaceAll(result.Body, " ", ""), "\n", "")
+		normalizedTruth := strings.ReplaceAll(strings.ReplaceAll(tc.GroundTruth, " ", ""), "\n", "")
+
+		metrics.AddResult(testdata.TestResult{
+			TestCase:    tc,
+			Success:     normalizedResult == normalizedTruth,
+			ActualValue: result.Body,
+		})
+	}
+
+	metrics.Finish()
+	metrics.PrintSummary()
+}
--- a/evaluate/code-generator/coderuntime/code-execute.go
+++ b/evaluate/code-generator/coderuntime/code-execute.go
@ -0,0 +1,142 @@
+package coderuntime
+
+import (
+	"bytes"
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"os"
+	"strings"
+	"time"
+)
+
+type SandboxRequest struct {
+	Language      string `json:"language"`
+	Code          string `json:"code"`
+	Preload       string `json:"preload,omitempty"`
+	EnableNetwork bool   `json:"enable_network"`
+}
+
+type ExecutionResult struct {
+	StatusCode int
+	Body       string
+	Error      error
+}
+
+func ExtractResult(response string) (string, error) {
+	const resultTag = "<<RESULT>>"
+	startIndex := strings.Index(response, resultTag) + len(resultTag)
+	endIndex := strings.LastIndex(response, resultTag)
+
+	if startIndex == -1 || endIndex == -1 {
+		return "", fmt.Errorf("invalid result format")
+	}
+
+	jsonStr := response[startIndex:endIndex]
+
+	var result map[string]interface{}
+	if err := json.Unmarshal([]byte(jsonStr), &result); err != nil {
+		return "", fmt.Errorf("failed to parse JSON: %v", err)
+	}
+
+	// Format output
+	prettyJSON, err := json.MarshalIndent(result, "", "    ")
+	if err != nil {
+		return "", fmt.Errorf("failed to format JSON: %v", err)
+	}
+
+	return string(prettyJSON), nil
+}
+
+func ExecuteCode(request SandboxRequest, inputs map[string]interface{}) (ExecutionResult, error) {
+	apiKey := os.Getenv("CODE_EXECUTION_API_KEY")
+	endpoint := os.Getenv("CODE_EXECUTION_ENDPOINT")
+
+	if apiKey == "" || endpoint == "" {
+		fmt.Println("必要な環境変数が設定されていません")
+		return ExecutionResult{}, fmt.Errorf("missing required environment variables")
+	}
+	var transformer TemplateTransformer
+	switch request.Language {
+	case "python3":
+		transformer = NewPython3TemplateTransformer()
+	case "javascript":
+		transformer = NewJavaScriptTemplateTransformer()
+	default:
+		return ExecutionResult{}, fmt.Errorf("unsupported language: %s", request.Language)
+	}
+	// transformer := NewPython3TemplateTransformer()
+
+	finalCode, preload, err := transformer.TransformCaller(request.Code, inputs)
+	if err != nil {
+		return ExecutionResult{}, fmt.Errorf("failed to transform code: %v", err)
+	}
+
+	execRequest := SandboxRequest{
+		Language:      request.Language,
+		Code:          finalCode,
+		Preload:       preload,
+		EnableNetwork: request.EnableNetwork,
+	}
+
+	client := &http.Client{
+		Timeout: 10 * time.Second,
+	}
+
+	jsonData, err := json.Marshal(execRequest)
+	if err != nil {
+		return ExecutionResult{}, fmt.Errorf("failed to convert to JSON: %v", err)
+	}
+
+	url := endpoint + "/v1/sandbox/run"
+	req, err := http.NewRequest("POST", url, bytes.NewBuffer(jsonData))
+	if err != nil {
+		return ExecutionResult{}, fmt.Errorf("failed to create request: %v", err)
+	}
+
+	req.Header.Set("Content-Type", "application/json")
+	req.Header.Set("X-Api-Key", apiKey)
+
+	resp, err := client.Do(req)
+	if err != nil {
+		return ExecutionResult{}, fmt.Errorf("failed to send request: %v", err)
+	}
+	defer resp.Body.Close()
+
+	body, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return ExecutionResult{}, fmt.Errorf("failed to read response: %v", err)
+	}
+
+	result := ExecutionResult{
+		StatusCode: resp.StatusCode,
+		Body:       string(body),
+	}
+
+	if resp.StatusCode == 200 {
+		var response struct {
+			Code    int    `json:"code"`
+			Message string `json:"message"`
+			Data    struct {
+				Error  string `json:"error"`
+				Stdout string `json:"stdout"`
+			} `json:"data"`
+		}
+
+		if err := json.Unmarshal(body, &response); err != nil {
+			return result, fmt.Errorf("failed to parse response: %v", err)
+		}
+
+		if response.Data.Error != "" {
+			result.Error = fmt.Errorf("execution error: %s", response.Data.Error)
+		} else if prettyResult, err := ExtractResult(response.Data.Stdout); err != nil {
+			result.Error = fmt.Errorf("failed to process result: %v", err)
+		} else {
+			result.Body = prettyResult
+		}
+	}
+
+	return result, nil
+
+}
--- a/evaluate/code-generator/coderuntime/generate-code.go
+++ b/evaluate/code-generator/coderuntime/generate-code.go
@ -0,0 +1,73 @@
+package coderuntime
+
+import (
+	"bytes"
+	"encoding/json"
+	"fmt"
+	"net/http"
+	"os"
+)
+
+func GenerateCode(request GenerateCodeRequest, accessToken AccessToken) (*GenerateCodeResponse, error) {
+	baseUrl := os.Getenv("CONSOLE_API_URL")
+	url := baseUrl + "/console/api/rule-code-generate"
+
+	jsonData, err := json.Marshal(request)
+	if err != nil {
+		return nil, fmt.Errorf("JSON encoding error: %v", err)
+	}
+
+	req, err := http.NewRequest("POST", url, bytes.NewBuffer(jsonData))
+	if err != nil {
+		return nil, fmt.Errorf("request creation error: %v", err)
+	}
+
+	req.Header.Set("Content-Type", "application/json")
+	req.Header.Set("Authorization", "Bearer "+accessToken.Value)
+
+	client := &http.Client{}
+	resp, err := client.Do(req)
+	if err != nil {
+		return nil, fmt.Errorf("request sending error: %v", err)
+	}
+	defer resp.Body.Close()
+
+	var response GenerateCodeResponse
+	if err := json.NewDecoder(resp.Body).Decode(&response); err != nil {
+		return nil, fmt.Errorf("response decoding error: %v", err)
+	}
+
+	return &response, nil
+}
+
+type GenerateCodeRequest struct {
+	Instruction  string      `json:"instruction"`
+	CodeLanguage string      `json:"code_language"`
+	NoVariable   bool        `json:"no_variable"`
+	ModelConfig  ModelConfig `json:"model_config"`
+}
+type AccessToken struct {
+	Value string
+}
+type GenerateCodeResponse struct {
+	Code     string `json:"code"`
+	Error    string `json:"error"`
+	Language string `json:"language"`
+}
+
+type ModelConfig struct {
+	Provider         string           `json:"provider"`
+	Name             string           `json:"name"`
+	Mode             string           `json:"mode"`
+	CompletionParams CompletionParams `json:"completion_params"`
+}
+
+type CompletionParams struct {
+	Temperature      float64  `json:"temperature"`
+	MaxTokens        int      `json:"max_tokens"`
+	TopP             float64  `json:"top_p"`
+	Echo             bool     `json:"echo"`
+	Stop             []string `json:"stop"`
+	PresencePenalty  float64  `json:"presence_penalty"`
+	FrequencyPenalty float64  `json:"frequency_penalty"`
+}
--- a/evaluate/code-generator/coderuntime/javascript_transformer.go
+++ b/evaluate/code-generator/coderuntime/javascript_transformer.go
@ -0,0 +1,28 @@
+package coderuntime
+
+type JavaScriptTemplateTransformer struct {
+	*BaseTemplateTransformer
+}
+
+func NewJavaScriptTemplateTransformer() *JavaScriptTemplateTransformer {
+	t := &JavaScriptTemplateTransformer{}
+	t.BaseTemplateTransformer = NewBaseTemplateTransformer(t)
+	return t
+}
+func (j *JavaScriptTemplateTransformer) GetRunnerScript() string {
+	return `
+// declare main function
+{{code}}
+
+// decode and prepare input object
+const inputs_obj = JSON.parse(Buffer.from('{{inputs}}', 'base64').toString('utf-8'))
+
+// execute main function
+const output_obj = main(inputs_obj)
+
+// convert output to json and print
+const output_json = JSON.stringify(output_obj, null, 4)
+const result = '<<RESULT>>' + output_json + '<<RESULT>>'
+console.log(result)
+	`
+}
--- a/evaluate/code-generator/coderuntime/python3_transformer.go
+++ b/evaluate/code-generator/coderuntime/python3_transformer.go
@ -0,0 +1,32 @@
+package coderuntime
+
+type Python3TemplateTransformer struct {
+	*BaseTemplateTransformer
+}
+
+func NewPython3TemplateTransformer() *Python3TemplateTransformer {
+	t := &Python3TemplateTransformer{}
+	t.BaseTemplateTransformer = NewBaseTemplateTransformer(t)
+	return t
+}
+
+func (p *Python3TemplateTransformer) GetRunnerScript() string {
+	return `
+# declare main function
+{{code}}
+
+import json
+from base64 import b64decode
+
+# decode and prepare input dict
+inputs_obj = json.loads(b64decode('{{inputs}}').decode('utf-8'))
+
+# execute main function
+output_obj = main(**inputs_obj)
+
+# convert output to json and print
+output_json = json.dumps(output_obj, indent=4)
+result = f'''<<RESULT>>{output_json}<<RESULT>>'''
+print(result)
+	`
+}
--- a/evaluate/code-generator/coderuntime/template_transformer.go
+++ b/evaluate/code-generator/coderuntime/template_transformer.go
@ -0,0 +1,63 @@
+package coderuntime
+
+import (
+	"bytes"
+	"encoding/base64"
+	"encoding/json"
+	"strings"
+)
+
+type TemplateTransformer interface {
+	TransformCaller(code string, inputs map[string]interface{}) (string, string, error)
+	GetRunnerScript() string
+	GetPreloadScript() string
+}
+
+type BaseTemplateTransformer struct {
+	CodePlaceholder   string
+	InputsPlaceholder string
+	ResultTag         string
+	transformer       TemplateTransformer
+}
+
+func NewBaseTemplateTransformer(t TemplateTransformer) *BaseTemplateTransformer {
+	return &BaseTemplateTransformer{
+		CodePlaceholder:   "{{code}}",
+		InputsPlaceholder: "{{inputs}}",
+		ResultTag:         "<<RESULT>>",
+		transformer:       t,
+	}
+}
+
+func (t *BaseTemplateTransformer) GetRunnerScript() string {
+	return ""
+}
+
+func (t *BaseTemplateTransformer) GetPreloadScript() string {
+	return ""
+}
+
+func (t *BaseTemplateTransformer) TransformCaller(code string, inputs map[string]interface{}) (string, string, error) {
+	inputsJSON, err := json.Marshal(inputs)
+	if err != nil {
+		return "", "", err
+	}
+
+	var buf bytes.Buffer
+	encoder := json.NewEncoder(&buf)
+	encoder.SetEscapeHTML(false)
+	if err := encoder.Encode(inputs); err != nil {
+		return "", "", err
+	}
+	inputsJSON = bytes.TrimSpace(buf.Bytes()) // 末尾の改行を削除
+
+	inputsBase64 := base64.StdEncoding.EncodeToString(inputsJSON)
+
+	runnerScript := t.transformer.GetRunnerScript()
+	runnerScript = strings.ReplaceAll(runnerScript, t.CodePlaceholder, code)
+	runnerScript = strings.ReplaceAll(runnerScript, t.InputsPlaceholder, inputsBase64)
+
+	preloadScript := t.GetPreloadScript()
+
+	return runnerScript, preloadScript, nil
+}
--- a/evaluate/code-generator/go.mod
+++ b/evaluate/code-generator/go.mod
@ -0,0 +1,10 @@
+module evaluate
+
+go 1.23.0
+
+require (
+	github.com/joho/godotenv v1.5.1
+	golang.org/x/term v0.26.0
+)
+
+require golang.org/x/sys v0.27.0 // indirect
--- a/evaluate/code-generator/go.sum
+++ b/evaluate/code-generator/go.sum
@ -0,0 +1,6 @@
+github.com/joho/godotenv v1.5.1 h1:7eLL/+HRGLY0ldzfGMeQkb7vMd0as4CfYvUVzLqw0N0=
+github.com/joho/godotenv v1.5.1/go.mod h1:f4LDr5Voq0i2e/R5DDNOoa2zzDfwtkZa6DnEwAbqwq4=
+golang.org/x/sys v0.27.0 h1:wBqf8DvsY9Y/2P8gAfPDEYNuS30J4lPHJxXSb/nJZ+s=
+golang.org/x/sys v0.27.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
+golang.org/x/term v0.26.0 h1:WEQa6V3Gja/BhNxg540hBip/kkaYtRg3cxg4oXSw4AU=
+golang.org/x/term v0.26.0/go.mod h1:Si5m1o57C5nBNQo5z1iq+XDijt21BDBDp2bK0QI8e3E=
--- a/evaluate/code-generator/testdata/metrics.go
+++ b/evaluate/code-generator/testdata/metrics.go
@ -0,0 +1,62 @@
+package testdata
+
+import (
+	"fmt"
+	"time"
+)
+
+type TestMetrics struct {
+	TotalTests      int
+	SuccessfulTests int
+	FailedTests     int
+	StartTime       time.Time
+	EndTime         time.Time
+	Results         []TestResult
+}
+
+func NewTestMetrics() *TestMetrics {
+	return &TestMetrics{
+		StartTime: time.Now(),
+		Results:   make([]TestResult, 0),
+	}
+}
+
+func (m *TestMetrics) AddResult(result TestResult) {
+	m.TotalTests++
+	if result.Success {
+		m.SuccessfulTests++
+	} else {
+		m.FailedTests++
+	}
+	m.Results = append(m.Results, result)
+}
+
+func (m *TestMetrics) Finish() {
+	m.EndTime = time.Now()
+}
+
+func (m *TestMetrics) PrintSummary() {
+	duration := m.EndTime.Sub(m.StartTime)
+	accuracy := float64(m.SuccessfulTests) / float64(m.TotalTests) * 100
+	fmt.Printf("\n=== Detailed Results ===\n")
+	for _, result := range m.Results {
+		if result.Success {
+			fmt.Printf("✅ %s\n", result.TestCase.Name)
+		} else {
+			fmt.Printf("❌ %s\n", result.TestCase.Name)
+			if result.Error != nil {
+				fmt.Printf("   Error: %v\n", result.Error)
+			} else {
+				fmt.Printf("   Expected: %s\n   Actual: %s\n",
+					result.TestCase.GroundTruth, result.ActualValue)
+			}
+		}
+	}
+	fmt.Printf("\n=== Test Execution Summary ===\n")
+	fmt.Printf("Total Tests: %d\n", m.TotalTests)
+	fmt.Printf("Successful: %d\n", m.SuccessfulTests)
+	fmt.Printf("Failed: %d\n", m.FailedTests)
+	fmt.Printf("Accuracy: %.2f%%\n", accuracy)
+	fmt.Printf("Execution Time: %.2f seconds\n", duration.Seconds())
+
+}
--- a/evaluate/code-generator/testdata/testcase.go
+++ b/evaluate/code-generator/testdata/testcase.go
@ -0,0 +1,35 @@
+package testdata
+
+import (
+	"encoding/json"
+	"os"
+)
+
+type TestCase struct {
+	Name         string                 `json:"name"`
+	Inputs       map[string]interface{} `json:"inputs"`
+	Instruction  string                 `json:"instruction"`
+	CodeLanguage string                 `json:"code_language"`
+	GroundTruth  string                 `json:"ground_truth"`
+}
+
+type TestResult struct {
+	TestCase    TestCase
+	Success     bool
+	ActualValue string
+	Error       error
+}
+
+func LoadTestCases(filePath string) ([]TestCase, error) {
+	file, err := os.ReadFile(filePath)
+	if err != nil {
+		return nil, err
+	}
+
+	var testCases []TestCase
+	if err := json.Unmarshal(file, &testCases); err != nil {
+		return nil, err
+	}
+
+	return testCases, nil
+}
--- a/evaluate/code-generator/testdata/testcases.json
+++ b/evaluate/code-generator/testdata/testcases.json
@ -0,0 +1,20 @@
+[
+    {
+        "name": "Positive Number Check",
+        "inputs": {
+            "x": 10
+        },
+        "instruction": "if x > 0: return 'positive'",
+        "code_language": "python",
+        "ground_truth": "{\"result\": \"positive\"}"
+    },
+    {
+        "name": "Negative Number Check", 
+        "inputs": {
+            "x": -5
+        },
+        "instruction": "if x > 0: return 'positive' else: return 'negative'",
+        "code_language": "python",
+        "ground_truth": "{\"result\": \"negative\"}"
+    }
+]
--- a/web/i18n/README.md
+++ b/web/i18n/README.md
@ -72,7 +72,7 @@ export type I18nText = {
 }
 ```

-4. Add the new language to the `language.ts` file.
+4. Add the new language to the `language.json` file.

 ```typescript

--- a/web/i18n/language.ts
+++ b/web/i18n/language.ts
@ -24,6 +24,7 @@ export type I18nText = {
  'pl-PL': string
  'hi-IN': string
  'fa-IR': string
+  'sl-SI': string
 }

 export const languages = data.languages
@ -53,6 +54,7 @@ export const NOTICE_I18N = {
    vi_VN: 'Thông báo quan trọng',
    it_IT: 'Avviso Importante',
    fa_IR: 'هشدار مهم',
+    sl_SI: 'Pomembno obvestilo',
  },
  desc: {
    en_US:
@ -83,6 +85,8 @@ export const NOTICE_I18N = {
      'Sistemimiz, 28 Ağustos\'ta 19:00 ile 24:00 UTC saatleri arasında güncelleme nedeniyle kullanılamayacaktır. Sorularınız için lütfen destek ekibimizle iletişime geçin (support@dify.ai). Sabrınız için teşekkür ederiz.',
    fa_IR:
      'سیستم ما از ساعت 19:00 تا 24:00 UTC در تاریخ 28 اوت برای ارتقاء در دسترس نخواهد بود. برای سؤالات، لطفاً با تیم پشتیبانی ما (support@dify.ai) تماس بگیرید. ما برای صبر شما ارزش قائلیم.',
+    sl_SI:
+      'Naš sistem ne bo na voljo od 19:00 do 24:00 UTC 28. avgusta zaradi nadgradnje. Za vprašanja se obrnite na našo skupino za podporo (support@dify.ai). Cenimo vašo potrpežljivost.',
  },
  href: '#',
 }
--- a/web/i18n/languages.json
+++ b/web/i18n/languages.json
@ -139,6 +139,13 @@
      "prompt_name": "Farsi",
      "example": "سلام, دیفای!",
      "supported": true
+    },
+    {
+      "value": "sl-SI",
+      "name": "Slovensko (Slovenija)",
+      "prompt_name": "Slovensko",
+      "example": "Zdravo, Dify!",
+      "supported": true
    }
  ]
 }
--- a/web/i18n/pt-BR/app-log.ts
+++ b/web/i18n/pt-BR/app-log.ts
@ -86,8 +86,8 @@ const translation = {
  agenteLogDetail: {
    agentMode: 'Modo Agente',
    toolUsed: 'Ferramenta usada',
-    iterações: 'Iterações',
-    iteração: 'Iteração',
+    iterations: 'Iterações',
+    iteration: 'Iteração',
    finalProcessing: 'Processamento Final',
  },
  agentLogDetail: {
--- a/web/i18n/sl-SI/app-annotation.ts
+++ b/web/i18n/sl-SI/app-annotation.ts
@ -0,0 +1,87 @@
+const translation = {
+  title: 'Opombe',
+  name: 'Odgovor na opombo',
+  editBy: 'Odgovor je uredil {{author}}',
+  noData: {
+    title: 'Brez opomb',
+    description: 'Opombe lahko urejate med odpravljanjem napak v aplikaciji ali jih množično uvozite tukaj za visokokakovosten odgovor.',
+  },
+  table: {
+    header: {
+      question: 'vprašanje',
+      answer: 'odgovor',
+      createdAt: 'ustvarjeno ob',
+      hits: 'zadetki',
+      actions: 'dejanja',
+      addAnnotation: 'Dodaj opombo',
+      bulkImport: 'Množični uvoz',
+      bulkExport: 'Množični izvoz',
+      clearAll: 'Počisti vse opombe',
+    },
+  },
+  editModal: {
+    title: 'Uredi odgovor na opombo',
+    queryName: 'Uporabniško vprašanje',
+    answerName: 'Pripovedovalec Bot',
+    yourAnswer: 'Vaš odgovor',
+    answerPlaceholder: 'Vnesite svoj odgovor tukaj',
+    yourQuery: 'Vaše vprašanje',
+    queryPlaceholder: 'Vnesite svoje vprašanje tukaj',
+    removeThisCache: 'Odstrani to opombo',
+    createdAt: 'Ustvarjeno ob',
+  },
+  addModal: {
+    title: 'Dodaj odgovor na opombo',
+    queryName: 'Vprašanje',
+    answerName: 'Odgovor',
+    answerPlaceholder: 'Vnesite odgovor tukaj',
+    queryPlaceholder: 'Vnesite vprašanje tukaj',
+    createNext: 'Dodaj še en odgovor z opombo',
+  },
+  batchModal: {
+    title: 'Množični uvoz',
+    csvUploadTitle: 'Povlecite in spustite svoj CSV datoteko tukaj ali ',
+    browse: 'poiščite',
+    tip: 'CSV datoteka mora ustrezati naslednji strukturi:',
+    question: 'vprašanje',
+    answer: 'odgovor',
+    contentTitle: 'vsebina fragmenta',
+    content: 'vsebina',
+    template: 'Prenesite predlogo tukaj',
+    cancel: 'Prekliči',
+    run: 'Zaženi množično obdelavo',
+    runError: 'Napaka pri množičnem zagonu',
+    processing: 'V množični obdelavi',
+    completed: 'Uvoz zaključen',
+    error: 'Napaka pri uvozu',
+    ok: 'V redu',
+  },
+  errorMessage: {
+    answerRequired: 'Odgovor je obvezen',
+    queryRequired: 'Vprašanje je obvezno',
+  },
+  viewModal: {
+    annotatedResponse: 'Odgovor na opombo',
+    hitHistory: 'Zgodovina zadetkov',
+    hit: 'Zadetek',
+    hits: 'Zadetki',
+    noHitHistory: 'Ni zgodovine zadetkov',
+  },
+  hitHistoryTable: {
+    query: 'Vprašanje',
+    match: 'Ujemanje',
+    response: 'Odgovor',
+    source: 'Vir',
+    score: 'Rezultat',
+    time: 'Čas',
+  },
+  initSetup: {
+    title: 'Začetna nastavitev odgovora na opombo',
+    configTitle: 'Nastavitev odgovora na opombo',
+    confirmBtn: 'Shrani in omogoči',
+    configConfirmBtn: 'Shrani',
+  },
+  embeddingModelSwitchTip: 'Model za vektorizacijo besedila opomb, preklapljanje modelov bo ponovno vektoriziralo, kar bo povzročilo dodatne stroške.',
+}
+
+export default translation
--- a/web/i18n/sl-SI/app-api.ts
+++ b/web/i18n/sl-SI/app-api.ts
@ -0,0 +1,84 @@
+const translation = {
+  apiServer: 'API Strežnik',
+  apiKey: 'API Ključ',
+  status: 'Status',
+  disabled: 'Onemogočeno',
+  ok: 'V uporabi',
+  copy: 'Kopiraj',
+  copied: 'Kopirano',
+  regenerate: 'Regeneriraj',
+  play: 'Predvajaj',
+  pause: 'Premor',
+  playing: 'Predvajanje',
+  loading: 'Nalaganje',
+  merMaid: {
+    rerender: 'Ponovno izrisi',
+  },
+  never: 'Nikoli',
+  apiKeyModal: {
+    apiSecretKey: 'API Skrivni ključ',
+    apiSecretKeyTips: 'Da bi preprečili zlorabo API-ja, zaščitite svoj API ključ. Izogibajte se uporabi v navadnem besedilu v sprednji kodi. :)',
+    createNewSecretKey: 'Ustvari nov skrivni ključ',
+    secretKey: 'Skrivni ključ',
+    created: 'USTVARJENO',
+    lastUsed: 'ZADNJA UPORABA',
+    generateTips: 'Hranite ta ključ na varnem in dostopnem mestu.',
+  },
+  actionMsg: {
+    deleteConfirmTitle: 'Izbrisati ta skrivni ključ?',
+    deleteConfirmTips: 'To dejanje ni mogoče razveljaviti.',
+    ok: 'V redu',
+  },
+  completionMode: {
+    title: 'API za dokončanje aplikacije',
+    info: 'Za visokokakovostno generiranje besedil, kot so članki, povzetki in prevodi, uporabite API za dokončanje sporočil z vnosom uporabnika. Generiranje besedil temelji na parametrih modela in predlogah pozivov, določenih v Dify Prompt Engineering.',
+    createCompletionApi: 'Ustvari sporočilo o dokončanju',
+    createCompletionApiTip: 'Ustvari sporočilo o dokončanju za podporo načinu vprašanj in odgovorov.',
+    inputsTips: '(Neobvezno) Navedite vnosna polja uporabnikov kot ključ-vrednost pare, ki ustrezajo spremenljivkam v Prompt Eng. Ključ je ime spremenljivke, vrednost pa vrednost parametra. Če je vrsta polja Izberi, mora biti posredovana vrednost ena izmed vnaprej določenih možnosti.',
+    queryTips: 'Vsebina besedila vnosa uporabnika.',
+    blocking: 'Vrsta blokiranja, čakanje na dokončanje izvajanja in vračanje rezultatov. (Zahteve se lahko prekinejo, če je postopek dolg)',
+    streaming: 'streaming povratki. Implementacija povratkov pretakanja na podlagi SSE (Server-Sent Events).',
+    messageFeedbackApi: 'Povratne informacije o sporočilih (všeč)',
+    messageFeedbackApiTip: 'Ocenite prejeta sporočila v imenu končnih uporabnikov z všečki ali nevšečki. Ti podatki so vidni na strani Dnevniki in opombe ter se uporabljajo za nadaljnje fino prilagajanje modela.',
+    messageIDTip: 'ID sporočila',
+    ratingTip: 'všeč ali nevšeč, null je preklic',
+    parametersApi: 'Pridobite informacije o parametrih aplikacije',
+    parametersApiTip: 'Pridobite konfigurirane vhodne parametre, vključno z imeni spremenljivk, imeni polj, vrstami in privzetimi vrednostmi. Običajno se uporablja za prikaz teh polj v obrazcu ali izpolnjevanje privzetih vrednosti po nalaganju odjemalca.',
+  },
+  chatMode: {
+    title: 'API za klepet aplikacije',
+    info: 'Za vsestranske pogovorne aplikacije, ki uporabljajo obliko vprašanj in odgovorov, pokličite API za klepetna sporočila, da začnete dialog. Ohranite tekoče pogovore tako, da prenesete vrnjeni conversation_id. Parametri odgovorov in predloge so odvisni od nastavitev Dify Prompt Eng.',
+    createChatApi: 'Ustvari klepetno sporočilo',
+    createChatApiTip: 'Ustvari novo pogovorno sporočilo ali nadaljuj obstoječi pogovor.',
+    inputsTips: '(Neobvezno) Navedite vnosna polja uporabnikov kot ključ-vrednost pare, ki ustrezajo spremenljivkam v Prompt Eng. Ključ je ime spremenljivke, vrednost pa vrednost parametra. Če je vrsta polja Izberi, mora biti posredovana vrednost ena izmed vnaprej določenih možnosti.',
+    queryTips: 'Vsebina vnosa/uporabniškega vprašanja',
+    blocking: 'Vrsta blokiranja, čakanje na dokončanje izvajanja in vračanje rezultatov. (Zahteve se lahko prekinejo, če je postopek dolg)',
+    streaming: 'streaming povratki. Implementacija povratkov pretakanja na podlagi SSE (Server-Sent Events).',
+    conversationIdTip: '(Neobvezno) ID pogovora: pustite prazno za prvi pogovor; prenesite conversation_id iz konteksta, da nadaljujete dialog.',
+    messageFeedbackApi: 'Povratne informacije končnih uporabnikov o sporočilu, všeč',
+    messageFeedbackApiTip: 'Ocenite prejeta sporočila v imenu končnih uporabnikov z všečki ali nevšečki. Ti podatki so vidni na strani Dnevniki in opombe ter se uporabljajo za nadaljnje fino prilagajanje modela.',
+    messageIDTip: 'ID sporočila',
+    ratingTip: 'všeč ali nevšeč, null je preklic',
+    chatMsgHistoryApi: 'Pridobi zgodovino klepetnih sporočil',
+    chatMsgHistoryApiTip: 'Prva stran vrne najnovejše `limit` zapise, ki so v obratnem vrstnem redu.',
+    chatMsgHistoryConversationIdTip: 'ID pogovora',
+    chatMsgHistoryFirstId: 'ID prvega klepeta na trenutni strani. Privzeto ni.',
+    chatMsgHistoryLimit: 'Koliko klepetov je vrnjenih na eno zahtevo',
+    conversationsListApi: 'Pridobi seznam pogovorov',
+    conversationsListApiTip: 'Pridobi seznam sej trenutnega uporabnika. Privzeto je vrnjenih zadnjih 20 sej.',
+    conversationsListFirstIdTip: 'ID zadnjega zapisa na trenutni strani, privzeto ni.',
+    conversationsListLimitTip: 'Koliko klepetov je vrnjenih na eno zahtevo',
+    conversationRenamingApi: 'Preimenovanje pogovora',
+    conversationRenamingApiTip: 'Preimenujte pogovore; ime je prikazano v večsejnih odjemalskih vmesnikih.',
+    conversationRenamingNameTip: 'Novo ime',
+    parametersApi: 'Pridobite informacije o parametrih aplikacije',
+    parametersApiTip: 'Pridobite konfigurirane vhodne parametre, vključno z imeni spremenljivk, imeni polj, vrstami in privzetimi vrednostmi. Običajno se uporablja za prikaz teh polj v obrazcu ali izpolnjevanje privzetih vrednosti po nalaganju odjemalca.',
+  },
+  develop: {
+    requestBody: 'Telo zahteve',
+    pathParams: 'Parametri poti',
+    query: 'Poizvedba',
+  },
+}
+
+export default translation
--- a/web/i18n/sl-SI/app-debug.ts
+++ b/web/i18n/sl-SI/app-debug.ts
@ -0,0 +1,242 @@
+const translation = {
+  pageTitle: {
+    line1: 'PROMPT',
+    line2: 'Inženiring',
+  },
+  orchestrate: 'Orkestriraj',
+  promptMode: {
+    simple: 'Preklopi na strokovni način, da urejaš celoten PROMPT',
+    advanced: 'Strokovni način',
+    switchBack: 'Preklopi nazaj',
+    advancedWarning: {
+      title: 'Preklopil si na strokovni način. Ko spremeniš PROMPT, ne moreš več preklopiti nazaj v osnovni način.',
+      description: 'V strokovnem načinu lahko urejaš celoten PROMPT.',
+      learnMore: 'Preberi več',
+      ok: 'V redu',
+    },
+    operation: {
+      addMessage: 'Dodaj sporočilo',
+    },
+    contextMissing: 'Manjka komponenta konteksta, zato učinkovitost PROMPT-a morda ne bo najboljša.',
+  },
+  operation: {
+    applyConfig: 'Objavi',
+    resetConfig: 'Ponastavi',
+    debugConfig: 'Odpravljanje napak',
+    addFeature: 'Dodaj funkcionalnost',
+    automatic: 'Generiraj',
+    stopResponding: 'Prenehaj odgovarjati',
+    agree: 'všeč',
+    disagree: 'ni všeč',
+    cancelAgree: 'Prekliči všeček',
+    cancelDisagree: 'Prekliči nevšečnost',
+    userAction: 'Uporabnik ',
+  },
+  notSetAPIKey: {
+    title: 'Ključ ponudnika LLM ni nastavljen',
+    trailFinished: 'Preizkus končan',
+    description: 'Ključ ponudnika LLM ni nastavljen. Pred odpravljanjem napak je treba nastaviti ključ.',
+    settingBtn: 'Pojdi v nastavitve',
+  },
+  trailUseGPT4Info: {
+    title: 'GPT-4 trenutno ni podprt',
+    description: 'Za uporabo GPT-4 je treba nastaviti API ključ.',
+  },
+  feature: {
+    groupChat: {
+      title: 'Izboljšanje klepeta',
+      description: 'Dodajanje prednastavitev klepeta lahko izboljša uporabniško izkušnjo.',
+    },
+    groupExperience: {
+      title: 'Izboljšanje izkušnje',
+    },
+    conversationOpener: {
+      title: 'Začetek pogovora',
+      description: 'V klepetu AI običajno začne pogovor z uporabnikom z dobrodošlico.',
+    },
+    suggestedQuestionsAfterAnswer: {
+      title: 'Nadaljnja vprašanja',
+      description: 'Nastavitev predlogov za naslednja vprašanja lahko uporabnikom izboljša klepet.',
+      resDes: '3 predlogi za naslednje vprašanje uporabnika.',
+      tryToAsk: 'Poskusi vprašati',
+    },
+    moreLikeThis: {
+      title: 'Več takšnih',
+      description: 'Ustvari več besedil naenkrat, nato pa jih urejaj in nadaljuj z ustvarjanjem.',
+      generateNumTip: 'Število generacij vsakič',
+      tip: 'Uporaba te funkcije povzroča dodatno porabo žetonov.',
+    },
+    speechToText: {
+      title: 'Govor v besedilo',
+      description: 'Ko je omogočeno, lahko uporabljaš glasovni vnos.',
+      resDes: 'Glasovni vnos je omogočen.',
+    },
+    textToSpeech: {
+      title: 'Besedilo v govor',
+      description: 'Ko je omogočeno, lahko besedilo pretvoriš v govor.',
+      resDes: 'Pretvorba besedila v zvok je omogočena.',
+    },
+    citation: {
+      title: 'Citati in pripisovanja',
+      description: 'Ko je omogočeno, prikaži izvorni dokument in pripisani del generirane vsebine.',
+      resDes: 'Citati in pripisovanja so omogočeni.',
+    },
+    annotation: {
+      title: 'Odgovor z opombami',
+      description: 'Ročno lahko dodate visokokakovostne odgovore v predpomnilnik za prednostno ujemanje s podobnimi vprašanji uporabnikov.',
+      resDes: 'Odgovor z opombami je omogočen.',
+      scoreThreshold: {
+        title: 'Prag ujemanja',
+        description: 'Uporabljeno za nastavitev praga podobnosti za odgovor z opombami.',
+        easyMatch: 'Lahko ujemanje',
+        accurateMatch: 'Natančno ujemanje',
+      },
+      matchVariable: {
+        title: 'Spremenljivka za ujemanje',
+        choosePlaceholder: 'Izberi spremenljivko za ujemanje',
+      },
+      cacheManagement: 'Upravljanje opomb',
+      cached: 'Z opombo',
+      remove: 'Odstrani',
+      removeConfirm: 'Izbrisati to opombo?',
+      add: 'Dodaj opombo',
+      edit: 'Uredi opombo',
+    },
+    dataSet: {
+      title: 'Kontekst',
+      noData: 'Uvozi znanje kot kontekst',
+      words: 'Besede',
+      textBlocks: 'Bloki besedila',
+      selectTitle: 'Izberi referenčno znanje',
+      selected: 'Izbrano znanje',
+      noDataSet: 'Znanje ni bilo najdeno',
+      toCreate: 'Pojdi na ustvarjanje',
+      notSupportSelectMulti: 'Trenutno je podprto le eno znanje',
+      queryVariable: {
+        title: 'Spremenljivka poizvedbe',
+        tip: 'Ta spremenljivka bo uporabljena kot vnos poizvedbe za pridobitev kontekstnih informacij.',
+        choosePlaceholder: 'Izberi spremenljivko poizvedbe',
+        noVar: 'Ni spremenljivk',
+        noVarTip: 'ustvari spremenljivko v razdelku Spremenljivke',
+        unableToQueryDataSet: 'Neuspešna poizvedba po znanju',
+        unableToQueryDataSetTip: 'Neuspešna poizvedba po znanju, izberi spremenljivko poizvedbe v razdelku kontekst.',
+        ok: 'V redu',
+        contextVarNotEmpty: 'Spremenljivka poizvedbe ne sme biti prazna',
+        deleteContextVarTitle: 'Izbrisati spremenljivko “{{varName}}”?',
+        deleteContextVarTip: 'Ta spremenljivka je nastavljena kot spremenljivka za poizvedbo po kontekstu. Če jo odstraniš, bo to vplivalo na uporabo znanja. Če jo želiš izbrisati, ponovno izberi v razdelku kontekst.',
+      },
+    },
+    tools: {
+      title: 'Orodja',
+      tips: 'Orodja nudijo standardiziran način klicanja API-jev, pri čemer se uporabniški vnos ali spremenljivke uporabijo kot parametri za poizvedovanje zunanjih podatkov.',
+      toolsInUse: '{{count}} orodij v uporabi',
+      modal: {
+        title: 'Orodje',
+        toolType: {
+          title: 'Tip orodja',
+          placeholder: 'Izberi tip orodja',
+        },
+        name: {
+          title: 'Ime',
+          placeholder: 'Vnesi ime',
+        },
+        variableName: {
+          title: 'Ime spremenljivke',
+          placeholder: 'Vnesi ime spremenljivke',
+        },
+      },
+    },
+    conversationHistory: {
+      title: 'Zgodovina pogovorov',
+      description: 'Nastavi predpone imen za vloge v pogovoru',
+      tip: 'Zgodovina pogovorov ni omogočena. Dodaj <histories> v zgornji PROMPT.',
+      learnMore: 'Preberi več',
+      editModal: {
+        title: 'Uredi imena vlog v pogovoru',
+        userPrefix: 'Predpona uporabnika',
+        assistantPrefix: 'Predpona pomočnika',
+      },
+    },
+    toolbox: {
+      title: 'ORODJA',
+    },
+    moderation: {
+      title: 'Moderiranje vsebine',
+      description: 'Zagotovi varno izhodno vsebino s pomočjo API-ja za moderiranje ali vzdrževanja seznama občutljivih besed.',
+      allEnabled: 'VSEBINA VNOSA/IZHODA omogočena',
+      inputEnabled: 'VSEBINA VNOSA omogočena',
+      outputEnabled: 'VSEBINA IZHODA omogočena',
+      modal: {
+        title: 'Nastavitve moderiranja vsebine',
+        provider: {
+          title: 'Ponudnik',
+          openai: 'OpenAI Moderiranje',
+          openaiTip: {
+            prefix: 'OpenAI Moderiranje zahteva nastavljen API ključ pri ',
+            suffix: '.',
+          },
+          keywords: 'Ključne besede',
+        },
+        keywords: {
+          tip: 'Vsaka beseda na lastni vrstici, ločena z vrsticami. Največ 100 znakov na vrstico.',
+          placeholder: 'Vsaka beseda na lastni vrstici, ločena z vrsticami',
+          line: 'Vrstica',
+        },
+        content: {
+          input: 'Moderiraj VSEBINO VNOSA',
+          output: 'Moderiraj VSEBINO IZHODA',
+        },
+      },
+    },
+    debug: {
+      title: 'Odpravljanje napak',
+      description: 'Debugiranje omogoča pregled podrobnih informacij, kot so podatki API-jev, vklop dnevnikov, opozorila in še več.',
+    },
+    agent: {
+      title: 'Pomočnik',
+      description: 'Osnovne informacije in odgovorne naloge pomočnika.',
+      prompts: 'Temeljni PROMPT',
+      message: {
+        title: 'Vrstice sporočila',
+        user: 'Uporabnik',
+        assistant: 'Pomočnik',
+      },
+    },
+    history: {
+      title: 'Zgodovina',
+      notFound: 'Zgodovina ni bila najdena',
+      notOpen: 'Zgodovina ni odprta',
+    },
+    prompt: {
+      title: 'Vsebina PROMPT-a',
+    },
+    message: {
+      title: 'Sporočilo',
+      description: 'Način nastavitve formatiranega pogovora.',
+      tryChat: 'Preizkusi klepet',
+    },
+    theme: {
+      title: 'Tema',
+      themes: {
+        default: 'Osnovna tema',
+        light: 'Svetla tema',
+        dark: 'Temna tema',
+        custom: 'Prilagodi temo',
+      },
+      modal: {
+        title: 'Nastavitve teme',
+        primaryColor: {
+          title: 'Primarna barva',
+          placeholder: 'Izberi primarno barvo',
+        },
+        textColor: {
+          title: 'Barva besedila',
+          placeholder: 'Izberi barvo besedila',
+        },
+        ok: 'V redu',
+      },
+    },
+  },
+}
+
+module.exports = translation
--- a/web/i18n/sl-SI/app-log.ts
+++ b/web/i18n/sl-SI/app-log.ts
@ -0,0 +1,95 @@
+const translation = {
+  title: 'Dnevniki',
+  description: 'Dnevniki beležijo stanje delovanja aplikacije, vključno z vnosi uporabnikov in odgovori umetne inteligence.',
+  dateTimeFormat: 'DD.MM.YYYY hh:mm A',
+  table: {
+    header: {
+      updatedTime: 'Čas posodobitve',
+      time: 'Čas ustvarjanja',
+      endUser: 'Končni uporabnik ali račun',
+      input: 'Vnos',
+      output: 'Izhod',
+      summary: 'Naslov',
+      messageCount: 'Število sporočil',
+      userRate: 'Ocena uporabnika',
+      adminRate: 'Ocena operaterja',
+      startTime: 'ZAČETNI ČAS',
+      status: 'STATUS',
+      runtime: 'ČAS DELOVANJA',
+      tokens: 'ŽETONI',
+      user: 'Končni uporabnik ali račun',
+      version: 'VERZIJA',
+    },
+    pagination: {
+      previous: 'Prejšnja',
+      next: 'Naslednja',
+    },
+    empty: {
+      noChat: 'Še ni pogovora',
+      noOutput: 'Ni izhoda',
+      element: {
+        title: 'Je kdo tam?',
+        content: 'Opazujte in označite interakcije med končnimi uporabniki in aplikacijami umetne inteligence, da stalno izboljšujete natančnost AI. Lahko <shareLink>delite</shareLink> ali <testLink>preizkusite</testLink> spletno aplikacijo sami, nato pa se vrnete na to stran.',
+      },
+    },
+  },
+  detail: {
+    time: 'Čas',
+    conversationId: 'ID pogovora',
+    promptTemplate: 'Predloga PROMPT-a',
+    promptTemplateBeforeChat: 'Predloga PROMPT-a pred pogovorom · Kot sistemsko sporočilo',
+    annotationTip: 'Izboljšave, ki jih je označil {{user}}',
+    timeConsuming: 'Porabljen čas',
+    second: 's',
+    tokenCost: 'Porabljeni žetoni',
+    loading: 'nalaganje',
+    operation: {
+      like: 'všeč',
+      dislike: 'ni všeč',
+      addAnnotation: 'Dodaj izboljšavo',
+      editAnnotation: 'Uredi izboljšavo',
+      annotationPlaceholder: 'Vnesite pričakovan odgovor, ki ga želite, da AI odgovori, kar se lahko uporabi za izboljšanje modela in kakovosti generiranja besedil v prihodnje.',
+    },
+    variables: 'Spremenljivke',
+    uploadImages: 'Naložene slike',
+  },
+  filter: {
+    period: {
+      today: 'Danes',
+      last7days: 'Zadnjih 7 dni',
+      last4weeks: 'Zadnje 4 tedne',
+      last3months: 'Zadnji 3 meseci',
+      last12months: 'Zadnjih 12 mesecev',
+      monthToDate: 'Mesec do danes',
+      quarterToDate: 'Četrtletje do danes',
+      yearToDate: 'Leto do danes',
+      allTime: 'Vse obdobje',
+    },
+    annotation: {
+      all: 'Vse',
+      annotated: 'Označene izboljšave ({{count}} elementov)',
+      not_annotated: 'Neoznačene',
+    },
+    sortBy: 'Razvrsti po:',
+    descending: 'padajoče',
+    ascending: 'naraščajoče',
+  },
+  workflowTitle: 'Dnevniki poteka dela',
+  workflowSubtitle: 'Dnevnik beleži delovanje avtomatizacije.',
+  runDetail: {
+    title: 'Dnevnik pogovora',
+    workflowTitle: 'Podrobnosti dnevnika',
+  },
+  promptLog: 'Dnevnik PROMPT-ov',
+  agentLog: 'Dnevnik pomočnika',
+  viewLog: 'Ogled dnevnika',
+  agentLogDetail: {
+    agentMode: 'Način pomočnika',
+    toolUsed: 'Uporabljeno orodje',
+    iterations: 'Iteracije',
+    iteration: 'Iteracija',
+    finalProcessing: 'Končna obdelava',
+  },
+}
+
+export default translation
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
Kota-Yamaguchi	96bdcb5013	Merge `c03f8f55ed` into `2fed55ae6b`	2024-11-15 16:31:55 +08:00
crazywoola	2fed55ae6b	Fix: number maybe empty string (#10743 )	2024-11-15 16:31:10 +08:00
Bowen Liang	51db59622c	chore(lint): cleanup repeated cause exception in logging.exception replaced by helpful message (#10425 )	2024-11-15 15:41:40 +08:00
crazywoola	db1d2aaff5	Feat/add Slovensko (Slovenija) (#10731 ) Co-authored-by: XHorizont.com <johnny@xhorizont.com>	2024-11-15 13:59:08 +08:00
Steven Lynn	4322fdc910	Feat/add reddit icon (#10733 )	2024-11-15 13:55:46 +08:00
非法操作	2a5c5a4e15	fix: remove default model selection for audio tool (#10729 )	2024-11-15 12:40:41 +08:00
非法操作	4b2abf8ac2	fix: create_blob_message of tool will always create image type file (#10701 ) Some checks are pending Build and Push API & Web / build (api, DIFY_API_IMAGE_NAME, linux/amd64, build-api-amd64) (push) Waiting to run Details Build and Push API & Web / build (api, DIFY_API_IMAGE_NAME, linux/arm64, build-api-arm64) (push) Waiting to run Details Build and Push API & Web / build (web, DIFY_WEB_IMAGE_NAME, linux/amd64, build-web-amd64) (push) Waiting to run Details Build and Push API & Web / build (web, DIFY_WEB_IMAGE_NAME, linux/arm64, build-web-arm64) (push) Waiting to run Details Build and Push API & Web / create-manifest (api, DIFY_API_IMAGE_NAME, merge-api-images) (push) Blocked by required conditions Details Build and Push API & Web / create-manifest (web, DIFY_WEB_IMAGE_NAME, merge-web-images) (push) Blocked by required conditions Details	2024-11-15 10:38:12 +08:00
Bowen Liang	365cb4b368	chore(lint): bump ruff from 0.6.9 to 0.7.3 (#10714 )	2024-11-15 09:19:41 +08:00
GeorgeCaoJ	c85bff235d	fix(i18n): handle key naming error (#10713 )	2024-11-15 09:01:38 +08:00
Kalo Chin	ad16180b1a	feat(tool): fal ai wizper ASR built-in tool (#10716 )	2024-11-15 09:01:07 +08:00
Kota-Yamaguchi	c03f8f55ed	Add gitignore	2024-11-10 22:35:56 +09:00
Kota-Yamaguchi	a42a176798	Update bin	2024-11-10 22:33:55 +09:00
Kota-Yamaguchi	e768497a23	docs: add README for code generator evaluator	2024-11-10 22:06:23 +09:00
Kota-Yamaguchi	36ec1acf7f	Add executables for multi-platform build: - Windows (.exe) - macOS (.app) - Linux (binary)	2024-11-10 22:00:11 +09:00
Kota-Yamaguchi	6524cfca99	add golang dependencies	2024-11-10 21:59:19 +09:00
Kota-Yamaguchi	6d2f6b6372	add testcases	2024-11-10 21:58:57 +09:00
Kota-Yamaguchi	d5afda533f	Add evaluation metrics for code generator	2024-11-10 21:58:47 +09:00