mirror of
https://github.com/mudler/LocalAI.git
synced 2026-02-04 11:42:57 -05:00
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11 Commits
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6
Makefile
6
Makefile
@@ -3,13 +3,13 @@ GOTEST=$(GOCMD) test
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GOVET=$(GOCMD) vet
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BINARY_NAME=local-ai
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GOLLAMA_VERSION?=582753605210844a21871df05837bd3d4876b91f
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GOLLAMA_VERSION?=42ba448383692c11ca8f04f2b87e87f3f9bdac30
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GPT4ALL_REPO?=https://github.com/nomic-ai/gpt4all
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GPT4ALL_VERSION?=c1794597a7559d5616567e280b722231c624a57b
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GPT4ALL_VERSION?=a67f8132e1657974d2abe4abeb82df9be3d42bbd
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GOGGMLTRANSFORMERS_VERSION?=8e31841dcddca16468c11b2e7809f279fa76a832
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RWKV_REPO?=https://github.com/donomii/go-rwkv.cpp
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RWKV_VERSION?=f5a8c45396741470583f59b916a2a7641e63bcd0
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WHISPER_CPP_VERSION?=72deb41eb26300f71c50febe29db8ffcce09256c
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WHISPER_CPP_VERSION?=85ed71aaec8e0612a84c0b67804bde75aa75a273
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BERT_VERSION?=6069103f54b9969c02e789d0fb12a23bd614285f
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PIPER_VERSION?=56b8a81b4760a6fbee1a82e62f007ae7e8f010a7
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BLOOMZ_VERSION?=1834e77b83faafe912ad4092ccf7f77937349e2f
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30
README.md
30
README.md
@@ -9,21 +9,29 @@
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[](https://discord.gg/uJAeKSAGDy)
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**LocalAI** is a drop-in replacement REST API that’s compatible with OpenAI API specifications for local inferencing. It allows you to run LLMs (and not only) locally or on-prem with consumer grade hardware, supporting multiple model families that are compatible with the ggml format. Does not require GPU.
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[Documentation website](https://localai.io/)
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**LocalAI** is a drop-in replacement REST API that's compatible with OpenAI API specifications for local inferencing. It allows you to run LLMs (and not only) locally or on-prem with consumer grade hardware, supporting multiple model families that are compatible with the ggml format. Does not require GPU.
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For a list of the supported model families, please see [the model compatibility table](https://localai.io/model-compatibility/index.html#model-compatibility-table).
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In a nutshell:
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- Local, OpenAI drop-in alternative REST API. You own your data.
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- NO GPU required. NO Internet access is required either. Optional, GPU Acceleration is available in `llama.cpp`-compatible LLMs. [See building instructions](https://localai.io/basics/build/index.html).
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- Supports multiple models, Audio transcription, Text generation with GPTs, Image generation with stable diffusion (experimental)
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- Once loaded the first time, it keep models loaded in memory for faster inference
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- Doesn't shell-out, but uses C++ bindings for a faster inference and better performance.
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- NO GPU required. NO Internet access is required either
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- Optional, GPU Acceleration is available in `llama.cpp`-compatible LLMs. See also the [build section](https://localai.io/basics/build/index.html).
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- Supports multiple models:
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- 📖 Text generation with GPTs (`llama.cpp`, `gpt4all.cpp`, ... and more)
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- 🗣 Text to Audio 🎺🆕
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- 🔈 Audio to Text (Audio transcription with `whisper.cpp`)
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- 🎨 Image generation with stable diffusion
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- 🏃 Once loaded the first time, it keep models loaded in memory for faster inference
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- ⚡ Doesn't shell-out, but uses C++ bindings for a faster inference and better performance.
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LocalAI was created by [Ettore Di Giacinto](https://github.com/mudler/) and is a community-driven project, focused on making the AI accessible to anyone. Any contribution, feedback and PR is welcome!
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LocalAI was created by [Ettore Di Giacinto](https://github.com/mudler/) and is a community-driven project, focused on making the AI accessible to anyone. Any contribution, feedback and PR is welcome!
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See the [Getting started](https://localai.io/basics/getting_started/index.html) and [examples](https://github.com/go-skynet/LocalAI/tree/master/examples/) sections to learn how to use LocalAI. For a list of curated models check out the [model gallery](https://localai.io/models/).
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See the [examples](https://github.com/go-skynet/LocalAI/tree/master/examples/) on how to integrate LocalAI with other popular projects:
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| [ChatGPT OSS alternative](https://github.com/go-skynet/LocalAI/tree/master/examples/chatbot-ui) | [Image generation](https://localai.io/api-endpoints/index.html#image-generation) |
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|------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------|
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@@ -33,10 +41,9 @@ See the [examples](https://github.com/go-skynet/LocalAI/tree/master/examples/) o
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|------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------|
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 | | |
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See the [Getting started](https://localai.io/basics/getting_started/index.html) and [examples](https://github.com/go-skynet/LocalAI/tree/master/examples/) sections to learn how to use LocalAI. For a list of curated models check out the [model gallery](https://localai.io/models/).
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## News
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- 🔥🔥🔥 28-06-2023: **v1.20.0**: Added text to audio and gallery huggingface repositories! [Release notes](https://localai.io/basics/news/index.html#-28-06-2023-__v1200__-) [Changelog](https://github.com/go-skynet/LocalAI/releases/tag/v1.20.0)
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- 🔥🔥🔥 19-06-2023: **v1.19.0**: CUDA support! [Release notes](https://localai.io/basics/news/index.html#-19-06-2023-__v1190__-) [Changelog](https://github.com/go-skynet/LocalAI/releases/tag/v1.19.0)
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- 🔥🔥🔥 06-06-2023: **v1.18.0**: Many updates, new features, and much more 🚀, check out the [Release notes](https://localai.io/basics/news/index.html#-06-06-2023-__v1180__-)!
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- 29-05-2023: LocalAI now has a website, [https://localai.io](https://localai.io)! check the news in the [dedicated section](https://localai.io/basics/news/index.html)!
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@@ -188,7 +195,10 @@ Feel free to open up a PR to get your project listed!
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- [x] Support for embeddings
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- [x] Support for audio transcription with https://github.com/ggerganov/whisper.cpp
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- [x] GPU/CUDA support ( https://github.com/go-skynet/LocalAI/issues/69 )
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- [ ] Enable automatic downloading of models from a curated gallery, with only free-licensed models, directly from the webui.
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- [X] Enable automatic downloading of models from a curated gallery
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- [ ] Enable automatic downloading of models from HuggingFace
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- [ ] Enable gallery management directly from the webui.
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- [ ] 🔥 OpenAI functions: https://github.com/go-skynet/LocalAI/issues/588
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## Star history
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@@ -5,7 +5,7 @@ cd /build
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if [ "$REBUILD" != "false" ]; then
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rm -rf ./local-ai
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ESPEAK_DATA=/build/lib/Linux-$(uname -m)/piper_phonemize/lib/espeak-ng-data make build -j${THREADS:-1}
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ESPEAK_DATA=/build/lib/Linux-$(uname -m)/piper_phonemize/lib/espeak-ng-data make build -j${BUILD_PARALLELISM:-1}
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fi
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./local-ai "$@"
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8
go.mod
8
go.mod
@@ -4,12 +4,12 @@ go 1.20
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require (
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github.com/donomii/go-rwkv.cpp v0.0.0-20230619005719-f5a8c4539674
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github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230606002726-57543c169e27
|
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github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230628193450-85ed71aaec8e
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github.com/go-audio/wav v1.1.0
|
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github.com/go-skynet/bloomz.cpp v0.0.0-20230529155654-1834e77b83fa
|
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github.com/go-skynet/go-bert.cpp v0.0.0-20230607105116-6069103f54b9
|
||||
github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230626202628-8e31841dcddc
|
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github.com/go-skynet/go-llama.cpp v0.0.0-20230627195533-582753605210
|
||||
github.com/go-skynet/go-llama.cpp v0.0.0-20230628194133-42ba44838369
|
||||
github.com/gofiber/fiber/v2 v2.47.0
|
||||
github.com/google/uuid v1.3.0
|
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github.com/hashicorp/go-multierror v1.1.1
|
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@@ -17,14 +17,14 @@ require (
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github.com/json-iterator/go v1.1.12
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github.com/mholt/archiver/v3 v3.5.1
|
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github.com/mudler/go-stable-diffusion v0.0.0-20230605122230-d89260f598af
|
||||
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230620230702-09ae04cee90c
|
||||
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230628182915-a67f8132e165
|
||||
github.com/onsi/ginkgo/v2 v2.11.0
|
||||
github.com/onsi/gomega v1.27.8
|
||||
github.com/otiai10/openaigo v1.4.0
|
||||
github.com/rs/zerolog v1.29.1
|
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github.com/sashabaranov/go-openai v1.11.3
|
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github.com/swaggo/swag v1.16.1
|
||||
github.com/tmc/langchaingo v0.0.0-20230627220614-633853b5ac3b
|
||||
github.com/tmc/langchaingo v0.0.0-20230628165432-e510561c17f9
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||||
github.com/urfave/cli/v2 v2.25.7
|
||||
github.com/valyala/fasthttp v1.48.0
|
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gopkg.in/yaml.v2 v2.4.0
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8
go.sum
8
go.sum
@@ -26,6 +26,8 @@ github.com/dsnet/compress v0.0.2-0.20210315054119-f66993602bf5/go.mod h1:qssHWj6
|
||||
github.com/dsnet/golib v0.0.0-20171103203638-1ea166775780/go.mod h1:Lj+Z9rebOhdfkVLjJ8T6VcRQv3SXugXy999NBtR9aFY=
|
||||
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230606002726-57543c169e27 h1:boeMTUUBtnLU8JElZJHXrsUzROJar9/t6vGOFjkrhhI=
|
||||
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230606002726-57543c169e27/go.mod h1:QIjZ9OktHFG7p+/m3sMvrAJKKdWrr1fZIK0rM6HZlyo=
|
||||
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230628193450-85ed71aaec8e h1:KtbU2JR3lJuXFASHG2+sVLucfMPBjWKUUKByX6C81mQ=
|
||||
github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230628193450-85ed71aaec8e/go.mod h1:QIjZ9OktHFG7p+/m3sMvrAJKKdWrr1fZIK0rM6HZlyo=
|
||||
github.com/go-audio/audio v1.0.0 h1:zS9vebldgbQqktK4H0lUqWrG8P0NxCJVqcj7ZpNnwd4=
|
||||
github.com/go-audio/audio v1.0.0/go.mod h1:6uAu0+H2lHkwdGsAY+j2wHPNPpPoeg5AaEFh9FlA+Zs=
|
||||
github.com/go-audio/riff v1.0.0 h1:d8iCGbDvox9BfLagY94fBynxSPHO80LmZCaOsmKxokA=
|
||||
@@ -61,6 +63,8 @@ github.com/go-skynet/go-llama.cpp v0.0.0-20230626215901-f104111358e8 h1:Knh5QUvI
|
||||
github.com/go-skynet/go-llama.cpp v0.0.0-20230626215901-f104111358e8/go.mod h1:tzi97YvT1bVQ+iTG39LvpDkKG1WbizgtljC+orSoM40=
|
||||
github.com/go-skynet/go-llama.cpp v0.0.0-20230627195533-582753605210 h1:9bm+vsiR3UI7xlU0G0cMU2Swq78RysoFVkSONvrujF8=
|
||||
github.com/go-skynet/go-llama.cpp v0.0.0-20230627195533-582753605210/go.mod h1:tzi97YvT1bVQ+iTG39LvpDkKG1WbizgtljC+orSoM40=
|
||||
github.com/go-skynet/go-llama.cpp v0.0.0-20230628194133-42ba44838369 h1:lSX1NWzRvRS2MlACvyvVVUnqXhKiuMAoN3DO5TbCe8M=
|
||||
github.com/go-skynet/go-llama.cpp v0.0.0-20230628194133-42ba44838369/go.mod h1:tzi97YvT1bVQ+iTG39LvpDkKG1WbizgtljC+orSoM40=
|
||||
github.com/go-task/slim-sprig v0.0.0-20230315185526-52ccab3ef572 h1:tfuBGBXKqDEevZMzYi5KSi8KkcZtzBcTgAUUtapy0OI=
|
||||
github.com/go-task/slim-sprig v0.0.0-20230315185526-52ccab3ef572/go.mod h1:9Pwr4B2jHnOSGXyyzV8ROjYa2ojvAY6HCGYYfMoC3Ls=
|
||||
github.com/godbus/dbus/v5 v5.0.4/go.mod h1:xhWf0FNVPg57R7Z0UbKHbJfkEywrmjJnf7w5xrFpKfA=
|
||||
@@ -128,6 +132,8 @@ github.com/niemeyer/pretty v0.0.0-20200227124842-a10e7caefd8e h1:fD57ERR4JtEqsWb
|
||||
github.com/niemeyer/pretty v0.0.0-20200227124842-a10e7caefd8e/go.mod h1:zD1mROLANZcx1PVRCS0qkT7pwLkGfwJo4zjcN/Tysno=
|
||||
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230620230702-09ae04cee90c h1:axNtjd5k6Xs4Ck7B7VRRQu6q5lQzTsjdWmaJkDADopU=
|
||||
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230620230702-09ae04cee90c/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
|
||||
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230628182915-a67f8132e165 h1:zcnIdoSeLueTDxUD2A1qnyaSp8uh0Ay7OgHeBwpxSeg=
|
||||
github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230628182915-a67f8132e165/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
|
||||
github.com/nwaples/rardecode v1.1.0 h1:vSxaY8vQhOcVr4mm5e8XllHWTiM4JF507A0Katqw7MQ=
|
||||
github.com/nwaples/rardecode v1.1.0/go.mod h1:5DzqNKiOdpKKBH87u8VlvAnPZMXcGRhxWkRpHbbfGS0=
|
||||
github.com/onsi/ginkgo/v2 v2.11.0 h1:WgqUCUt/lT6yXoQ8Wef0fsNn5cAuMK7+KT9UFRz2tcU=
|
||||
@@ -183,6 +189,8 @@ github.com/tmc/langchaingo v0.0.0-20230625234550-7ea734523e39 h1:SpOEFXx5xXLypFn
|
||||
github.com/tmc/langchaingo v0.0.0-20230625234550-7ea734523e39/go.mod h1:tz9cjA9BW8/lWx/T5njr3ZLHK/dfPyr/0ICSMThmY2g=
|
||||
github.com/tmc/langchaingo v0.0.0-20230627220614-633853b5ac3b h1:xUxtya/3KRDn1rcCVZucp2KhjdqSZat9j0hOshSVh2Q=
|
||||
github.com/tmc/langchaingo v0.0.0-20230627220614-633853b5ac3b/go.mod h1:F1k7uRBLM8jMMEPV3dVtWVNc+W91nxOBRKbJWM/LwpM=
|
||||
github.com/tmc/langchaingo v0.0.0-20230628165432-e510561c17f9 h1:BooyHg3f058lrPcTLdfC7HTfjO5OGZAgwciQJ5e85l0=
|
||||
github.com/tmc/langchaingo v0.0.0-20230628165432-e510561c17f9/go.mod h1:F1k7uRBLM8jMMEPV3dVtWVNc+W91nxOBRKbJWM/LwpM=
|
||||
github.com/ulikunitz/xz v0.5.8/go.mod h1:nbz6k7qbPmH4IRqmfOplQw/tblSgqTqBwxkY0oWt/14=
|
||||
github.com/ulikunitz/xz v0.5.9 h1:RsKRIA2MO8x56wkkcd3LbtcE/uMszhb6DpRf+3uwa3I=
|
||||
github.com/ulikunitz/xz v0.5.9/go.mod h1:nbz6k7qbPmH4IRqmfOplQw/tblSgqTqBwxkY0oWt/14=
|
||||
|
||||
@@ -73,7 +73,7 @@ func Transcript(model whisper.Model, audiopath, language string, threads uint) (
|
||||
context.SetLanguage("auto")
|
||||
}
|
||||
|
||||
if err := context.Process(data, nil); err != nil {
|
||||
if err := context.Process(data, nil, nil); err != nil {
|
||||
return "", err
|
||||
}
|
||||
|
||||
|
||||
Reference in New Issue
Block a user