🚀 LocalAI 3.0 – A New Era Begins

Say hello to LocalAI 3.0 — our most ambitious release yet!

We’ve taken huge strides toward making LocalAI not just local, but limitless. Whether you're building LLM-powered agents, experimenting with audio pipelines, or deploying multimodal backends at scale — this release is for you.

Let’s walk you through what’s new. (And yes, there’s a lot to love.)

TL;DR – What’s New in LocalAI 3.0.0 🎉

🧩 Backend Gallery: Install/remove backends on the fly, powered by OCI images — fully customizable and API-driven.
🎙️ Audio Support: Upload audio, PDFs, or text in the UI — plus new audio understanding models like Qwen Omni.
🌐 Realtime API: WebSocket support compatible with OpenAI clients, great for chat apps and agents.
🧠 Reasoning UI Boosts: Thinking indicators now show in chat for smart models.
📊 Dynamic VRAM Handling: Smarter GPU usage with automatic offloading.
🦙 Llama.cpp Upgrades: Now with reranking + multimodal via libmtmd.
📦 50+ New Models: Huge model gallery update with fresh LLMs across categories.
🐞 Bug Fixes: Streamed runes, template stability, better backend gallery UX.
❌ Deprecated: Extras images — replaced by the new backend system.

👉 Dive into the full changelog and docs below to explore more!

🧩 Introducing the Backend Gallery — Plug, Play, Power Up

No more hunting for dependencies or custom hacks.

With the new Backend Gallery, you can now:

Install & remove backends at runtime or startup via API or directly from the WebUI
Use custom galleries, just like you do for models
Enjoy zero-config access to the default LocalAI gallery

Backends are standard OCI images — portable, composable, and totally DIY-friendly. Goodbye to "extras images" — hello to full backend modularity, even with Python-based dependencies.

📖 Explore the Backend Gallery Docs

⚠️ Important: Breaking Changes

From this release we will stop pushing -extra images containing python backends. You can now use standard images, and you will have only to pick the ones that are suited for your GPU. Additional backends can be installed via the backend gallery.

Here below some examples, note that the CI is still publishing the images so won't be available until jobs are processed, and the installation scripts will be updated right after images are publicly available.

CPU only image:

docker run -ti --name local-ai -p 8080:8080 localai/localai:latest

NVIDIA GPU Images:

# CUDA 12
docker run -ti --name local-ai -p 8080:8080 --gpus all localai/localai:latest-gpu-nvidia-cuda-12

# CUDA 11
docker run -ti --name local-ai -p 8080:8080 --gpus all localai/localai:latest-gpu-nvidia-cuda-11

# NVIDIA Jetson (L4T) ARM64
docker run -ti --name local-ai -p 8080:8080 --gpus all localai/localai:latest-nvidia-l4t-arm64

AMD GPU Images (ROCm):

docker run -ti --name local-ai -p 8080:8080 --device=/dev/kfd --device=/dev/dri --group-add=video localai/localai:latest-gpu-hipblas

Intel GPU Images (oneAPI):

# Intel GPU with FP16 support
docker run -ti --name local-ai -p 8080:8080 localai/localai:latest-gpu-intel-f16

# Intel GPU with FP32 support
docker run -ti --name local-ai -p 8080:8080 localai/localai:latest-gpu-intel-f32

Vulkan GPU Images:

docker run -ti --name local-ai -p 8080:8080 localai/localai:latest-gpu-vulkan

AIO Images (pre-downloaded models):

# CPU version
docker run -ti --name local-ai -p 8080:8080 localai/localai:latest-aio-cpu

# NVIDIA CUDA 12 version
docker run -ti --name local-ai -p 8080:8080 --gpus all localai/localai:latest-aio-gpu-nvidia-cuda-12

# NVIDIA CUDA 11 version
docker run -ti --name local-ai -p 8080:8080 --gpus all localai/localai:latest-aio-gpu-nvidia-cuda-11

# Intel GPU version
docker run -ti --name local-ai -p 8080:8080 localai/localai:latest-aio-gpu-intel-f16

# AMD GPU version
docker run -ti --name local-ai -p 8080:8080 --device=/dev/kfd --device=/dev/dri --group-add=video localai/localai:latest-aio-gpu-hipblas

For more information about the AIO images and pre-downloaded models, see Container Documentation.

🧠 Smarter Reasoning, Smoother Chat

Realtime WebSocket API: OpenAI-style streaming support via WebSocket is here. Ideal for agents and chat apps.
"Thinking" Tags: Reasoning models now show a visual "thinking" box during inference in the UI. Intuitive and satisfying.

🧠 Model Power-Up: VRAM Savvy + Multimodal Brains

Dynamic VRAM Estimation: LocalAI now adapts and offloads layers depending on your GPU’s capabilities. Optimal performance, no guesswork.
Llama.cpp upgrades also includes:

reranking
Enhanced multimodal support via libmtmd

🧪 New Models!

More than 50 new models joined the gallery, including:

🧠 skywork-or1-32b, rivermind-lux-12b, qwen3-embedding-*, llama3-24b-mullein, ultravox-v0_5, and more
🧬 Multimodal, reasoning, and domain-specific LLMs for every need
📦 Browse the latest additions in the Model Gallery

🐞 Bugfixes & Polish

Rune streaming is now buttery smooth
Countless fixes across templates, inputs, CI, and realtime session updates
Backend gallery UI is more stable and informative

The Complete Local Stack for Privacy-First AI

With LocalAGI rejoining LocalAI alongside LocalRecall, our ecosystem provides a complete, open-source stack for private, secure, and intelligent AI operations:

LocalAI

The free, Open Source OpenAI alternative. Acts as a drop-in replacement REST API compatible with OpenAI specifications for local AI inferencing. No GPU required.

Link: https://github.com/mudler/LocalAI

LocalAGI

A powerful Local AI agent management platform. Serves as a drop-in replacement for OpenAI's Responses API, supercharged with advanced agentic capabilities and a no-code UI.

Link: https://github.com/mudler/LocalAGI

LocalRecall

A RESTful API and knowledge base management system providing persistent memory and storage capabilities for AI agents. Designed to work alongside LocalAI and LocalAGI.

Link: https://github.com/mudler/LocalRecall

Join the Movement! ❤️

A massive THANK YOU to our incredible community and our sponsors! LocalAI has over 33,300 stars, and LocalAGI has already rocketed past 750+ stars!

As a reminder, LocalAI is real FOSS (Free and Open Source Software) and its sibling projects are community-driven and not backed by VCs or a company. We rely on contributors donating their spare time and our sponsors to provide us the hardware! If you love open-source, privacy-first AI, please consider starring the repos, contributing code, reporting bugs, or spreading the word!

👉 Check out the reborn LocalAGI v2 today: https://github.com/mudler/LocalAGI

LocalAI 3.0.0 is here. What will you build next?

Full changelog 👇

👉 Click to expand 👈

What's Changed

Breaking Changes 🛠

feat: Add backend gallery by @mudler in #5607
chore(backends): move bark-cpp to the backend gallery by @mudler in #5682

Bug fixes 🐛

fix(ci): tag latest against cpu-only image by @mudler in #5362
fix(flux): Set CFG=1 so that prompts are followed by @richiejp in #5378
fix(template): we do not always have .Name by @mudler in #5508
fix(input): handle correctly case where we pass by string list as inputs by @mudler in #5521
fix(streaming): stream complete runes by @mudler in #5539
fix(install.sh): vulkan docker tag by @halkeye in #5589
fix(realtime): Use updated model on session update by @richiejp in #5604
fix(backends gallery): propagate p2p settings to correctly draw menu by @mudler in #5684

Exciting New Features 🎉

feat(llama.cpp): upgrade and use libmtmd by @mudler in #5379
feat(ui): add error page to display errors by @mudler in #5418
feat(llama.cpp): add reranking by @mudler in #5396
feat: Realtime API support reboot by @richiejp in #5392
feat(llama.cpp): add support for audio input by @mudler in #5466
feat(ui): add audio upload button in chat view by @mudler in #5526
feat(ui): allow to upload PDF and text files, also add support to multiple input files by @mudler in #5538
feat(ui): display thinking tags appropriately by @mudler in #5540
feat: improve RAM estimation by using values from summary by @mudler in #5525
feat(backend gallery): display download progress by @mudler in #5687

🧠 Models

chore(model gallery): add skywork_skywork-or1-32b by @mudler in #5369
chore(model gallery): add skywork_skywork-or1-7b by @mudler in #5370
chore(model gallery): add thedrummer_snowpiercer-15b-v1 by @mudler in #5371
chore(model gallery): add thedrummer_rivermind-lux-12b-v1 by @mudler in #5372
chore(model gallery): add primeintellect_intellect-2 by @mudler in #5373
fix: typos by @omahs in #5376
chore(model gallery): add soob3123_grayline-qwen3-14b by @mudler in #5393
chore(model gallery): add soob3123_grayline-qwen3-8b by @mudler in #5394
chore(model gallery): add a-m-team_am-thinking-v1 by @mudler in #5395
chore(model gallery): add thedrummer_valkyrie-49b-v1 by @mudler in #5410
chore(model gallery): add facebook_kernelllm by @mudler in #5411
chore(model gallery): add smolvlm-256m-instruct by @mudler in #5412
chore(model gallery): add smolvlm-500m-instruct by @mudler in #5413
chore(model gallery): add smolvlm-instruct by @mudler in #5414
chore(model gallery): add smolvlm2-2.2b-instruct by @mudler in #5415
chore(model gallery): add smolvlm2-500m-video-instruct by @mudler in #5416
chore(model gallery): add smolvlm2-256m-video-instruct by @mudler in #5417
chore(model-gallery): ⬆️ update checksum by @localai-bot in #5422
chore(model gallery): add nvidia_llama-3.1-nemotron-nano-4b-v1.1 by @mudler in #5427
chore(model gallery): add mistralai_devstral-small-2505 by @mudler in #5428
chore(model gallery): add delta-vector_archaeo-12b-v2 by @mudler in #5429
chore(model gallery): add arliai_qwq-32b-arliai-rpr-v4 by @mudler in #5443
chore(model gallery): add whiterabbitneo_whiterabbitneo-v3-7b by @mudler in #5444
chore(model gallery): add vulpecula-4b by @mudler in #5445
chore(model gallery): add medgemma-4b-it by @mudler in #5460
chore(model gallery): add medgemma-27b-text-it by @mudler in #5461
chore(model gallery): add allura-org_q3-30b-a3b-pentiment by @mudler in #5462
chore(model gallery): add allura-org_q3-30b-a3b-designant by @mudler in #5502
chore(model gallery): add luckyrp-24b by @mudler in #5503
chore(model gallery): add mrm8488_qwen3-14b-ft-limo by @mudler in #5504
chore(model gallery): add llama3-24b-mullein-v1 by @mudler in #5505
chore(model gallery): add ms-24b-mullein-v0 by @mudler in #5506
chore(model gallery): add qwen2.5-omni-7b by @mudler in #5513
chore(model gallery): add pku-ds-lab_fairyr1-14b-preview by @mudler in #5516
chore(model gallery): add pku-ds-lab_fairyr1-32b by @mudler in #5517
chore(model gallery): add moondream2-20250414 by @mudler in #5518
chore(model gallery): add arcee-ai_homunculus by @mudler in #5577
chore(model gallery): add nvidia_nemotron-research-reasoning-qwen-1.5b by @mudler in #5578
chore(model gallery): add e-n-v-y_legion-v2.1-llama-70b-elarablated-v0.8-hf by @mudler in #5579
chore(model gallery): add deepseek-ai_deepseek-r1-0528-qwen3-8b by @mudler in #5580
chore(model gallery): add goekdeniz-guelmez_josiefied-qwen3-14b-abliterated-v3 by @mudler in #5590
chore(model gallery): add ultravox-v0_5-llama-3_2-1b by @mudler in #5591
chore(model gallery): add ultravox-v0_5-llama-3_1-8b by @mudler in #5592
chore(model gallery): add open-thoughts_openthinker3-7b by @mudler in #5595
chore(model gallery): add nbeerbower_qwen3-gutenberg-encore-14b by @mudler in #5596
chore(model gallery): add akhil-theerthala_kuvera-8b-v0.1.0 by @mudler in #5600
chore(model gallery): add qwen2.5-omni-3b by @mudler in #5606
chore(model gallery): add kwaipilot_kwaicoder-autothink-preview by @mudler in #5627
chore(model gallery): add sophosympatheia_strawberrylemonade-l3-70b-v1.0 by @mudler in #5628
chore(model gallery): add mistralai_magistral-small-2506 by @mudler in #5629
chore(model gallery): add baai_robobrain2.0-7b by @mudler in #5630
chore(model gallery): add openbuddy_openbuddy-r1-0528-distill-qwen3-32b-preview0-qat by @mudler in #5631
chore(model gallery): add qwen3-embedding-4b by @mudler in #5632
chore(model gallery): add qwen3-embedding-8b by @mudler in #5633
chore(model gallery): add qwen3-embedding-0.6b by @mudler in #5634
chore(model gallery): add yanfei-v2-qwen3-32b by @mudler in #5639

📖 Documentation and examples

chore(docs/install.sh): image changes by @mudler in #5354
updating the documentation on fine tuning and advanced guide. by @TheDarkTrumpet in #5420

👒 Dependencies

chore: ⬆️ Update ggml-org/whisper.cpp to e41bc5c61ae66af6be2bd7011769bb821a83e8ae by @localai-bot in #5357
chore: ⬆️ Update ggml-org/llama.cpp to de4c07f93783a1a96456a44dc16b9db538ee1618 by @localai-bot in #5358
chore: ⬆️ Update ggml-org/whisper.cpp to f89056057511a1657af90bb28ef3f21e5b1f33cd by @localai-bot in #5364
chore: ⬆️ Update ggml-org/whisper.cpp to f389d7e3e56bbbfec49fd333551927a0fcbb7213 by @localai-bot in #5367
chore: ⬆️ Update ggml-org/whisper.cpp to 20a20decd94badfd519a07ea91f0bba8b8fc4dea by @localai-bot in #5374
chore: ⬆️ Update ggml-org/whisper.cpp to d1f114da61b1ae1e70b03104fad42c9dd666feeb by @localai-bot in #5381
chore: ⬆️ Update ggml-org/llama.cpp to e3a7cf6c5bf6a0a24217f88607b06e4405a2b5d9 by @localai-bot in #5384
chore: ⬆️ Update ggml-org/llama.cpp to 6a2bc8bfb7cd502e5ebc72e36c97a6f848c21c2c by @localai-bot in #5390
chore: ⬆️ Update ggml-org/whisper.cpp to 62dc8f7d7b72ca8e75c57cd6a100712c631fa5d5 by @localai-bot in #5398
chore: ⬆️ Update ggml-org/llama.cpp to b7a17463ec190aeee7b9077c606c910fb4688b84 by @localai-bot in #5399
chore: ⬆️ Update ggml-org/llama.cpp to 8e186ef0e764c7a620e402d1f76ebad60bf31c49 by @localai-bot in #5423
chore: ⬆️ Update ggml-org/whisper.cpp to bd1cb0c8e3a04baa411dc12c1325b6a9f12ee7f4 by @localai-bot in #5424
chore: ⬆️ Update ggml-org/whisper.cpp to 78b31ca7824500e429ba026c1a9b48e0b41c50cb by @localai-bot in #5439
chore: ⬆️ Update ggml-org/llama.cpp to 8a1d206f1d2b4e45918b589f3165b4be232f7ba8 by @localai-bot in #5440
chore: ⬆️ Update ggml-org/whisper.cpp to 13d92d08ae26031545921243256aaaf0ee057943 by @localai-bot in #5449
chore: ⬆️ Update ggml-org/llama.cpp to d13d0f6135803822ec1cd7e3efb49360b88a1bdf by @localai-bot in #5448
chore(deps): bump llama.cpp to 'fef693dc6b959a8e8ba11558fbeaad0b264dd457' by @mudler in #5467
chore: ⬆️ Update ggml-org/whisper.cpp to ea9f206f18d86c4eb357db9fdc52e4d9dc24435e by @localai-bot in #5464
chore: ⬆️ Update ggml-org/llama.cpp to a26c4cc11ec7c6574e3691e90ecdbd67deeea35b by @localai-bot in #5500
chore: ⬆️ Update ggml-org/llama.cpp to a3c30846e410c91c11d7bf80978795a03bb03dee by @localai-bot in #5509
chore: ⬆️ Update ggml-org/whisper.cpp to 0ed00d9d30e8c984936ff9ed9a4fcd475d6d82e5 by @localai-bot in #5510
chore: ⬆️ Update ggml-org/llama.cpp to d98f2a35fcf4a8d3e660ad48cd19e2a1f3d5b2ef by @localai-bot in #5514
chore: ⬆️ Update ggml-org/whisper.cpp to 1f5fdbecb411a61b8576242e5170c5ecef24b05a by @localai-bot in #5515
chore: ⬆️ Update ggml-org/whisper.cpp to e5e900dd00747f747143ad30a697c8f21ddcd59e by @localai-bot in #5522
chore(deps): bump llama.cpp to 'e83ba3e460651b20a594e9f2f0f0bffb998d3ce1 by @mudler in #5527
chore: ⬆️ Update ggml-org/whisper.cpp to 98dfe8dc264b7d0d1daccfff9a9c043bcc2ece4b by @localai-bot in #5542
chore(deps): bump llama.cpp to 'e562eece7cb476276bfc4cbb18deb7c0369b2233' by @mudler in #5552
chore: ⬆️ Update ggml-org/whisper.cpp to 7fd6fa809749078aa00edf945e959c898f2bd1af by @localai-bot in #5556
chore: ⬆️ Update ggml-org/whisper.cpp to e05af2457b7b4134ee626dc044294a19b096e62f by @localai-bot in #5569
chore(deps): bump llama.cpp to '363757628848a27a435bbf22ff9476e9aeda5f40' by @mudler in #5571
chore: ⬆️ Update ggml-org/llama.cpp to 7e00e60ef86645a01fda738fef85b74afa016a34 by @localai-bot in #5574
chore: ⬆️ Update ggml-org/whisper.cpp to 82f461eaa4e6a1ba29fc0dbdaa415a9934ee8a1d by @localai-bot in #5575
chore(deps): bump GrantBirki/git-diff-action from 2.8.0 to 2.8.1 by @dependabot in #5564
chore: ⬆️ Update ggml-org/llama.cpp to 0d3984424f2973c49c4bcabe4cc0153b4f90c601 by @localai-bot in #5585
chore: ⬆️ Update ggml-org/whisper.cpp to 799eacdde40b3c562cfce1508da1354b90567f8f by @localai-bot in #5586
chore: ⬆️ Update ggml-org/llama.cpp to 1caae7fc6c77551cb1066515e0f414713eebb367 by @localai-bot in #5593
chore: ⬆️ Update ggml-org/whisper.cpp to b175baa665bc35f97a2ca774174f07dfffb84e19 by @localai-bot in #5597
chore: ⬆️ Update ggml-org/llama.cpp to 745aa5319b9930068aff5e87cf5e9eef7227339b by @localai-bot in #5598
chore: ⬆️ Update ggml-org/llama.cpp to 5787b5da57e54dba760c2deeac1edf892e8fc450 by @localai-bot in #5601
chore: ⬆️ Update ggml-org/llama.cpp to 247e5c6e447707bb4539bdf1913d206088a8fc69 by @localai-bot in #5605
chore: ⬆️ Update ggml-org/whisper.cpp to d78f08142381c1460604713e2f2ddf3331c7d816 by @localai-bot in #5619
chore: ⬆️ Update ggml-org/llama.cpp to 3678b838bb71eaccbaeb479ff38c2e12bfd2f960 by @localai-bot in #5620
chore: ⬆️ Update ggml-org/whisper.cpp to 2679bec6e09231c6fd59715fcba3eebc9e2f6076 by @localai-bot in #5625
chore: ⬆️ Update ggml-org/whisper.cpp to ebbc874e85b518f963a87612f6d79f5c71a55e84 by @localai-bot in #5635
chore: ⬆️ Update ggml-org/llama.cpp to ed52f3668e633423054a4eab61bb7efee47025ab by @localai-bot in #5636
chore: ⬆️ Update ggml-org/whisper.cpp to 705db0f728310c32bc96f4e355e2b18076932f75 by @localai-bot in #5643
chore: ⬆️ Update ggml-org/llama.cpp to 3cb203c89f60483e349f841684173446ed23c28f by @localai-bot in #5644
chore: ⬆️ Update ggml-org/llama.cpp to 30e5b01de2a0bcddc7c063c8ef0802703a958417 by @localai-bot in #5659
chore(deps): bump securego/gosec from 2.22.4 to 2.22.5 by @dependabot in #5663
chore: ⬆️ Update ggml-org/whisper.cpp to 2a4d6db7d90899aff3d58d70996916968e4e0d27 by @localai-bot in #5661
chore(deps): bump llama.cpp to 'e434e69183fd9e1031f4445002083178c331a28b by @mudler in #5665
chore: ⬆️ Update ggml-org/whisper.cpp to f3ff80ea8da044e5b8833e7ba54ee174504c518d by @localai-bot in #5677
chore: ⬆️ Update ggml-org/llama.cpp to 860a9e4eeff3eb2e7bd1cc38f65787cc6c8177af by @localai-bot in #5678
chore: ⬆️ Update ggml-org/llama.cpp to 8d947136546773f6410756f37fcc5d3e65b8135d by @localai-bot in #5685
chore: ⬆️ Update ggml-org/whisper.cpp to ecb8f3c2b4e282d5ef416516bcbfb92821f06bf6 by @localai-bot in #5686

Other Changes

docs: ⬆️ update docs version mudler/LocalAI by @localai-bot in #5363
chore: memoize detected GPUs by @mudler in #5385
fix(transformers): pin protobuf by @mudler in #5421
chore(scripts): allow to specify quants by @mudler in #5430
fix(transformers): try to pin to working release by @mudler in #5426
chore(model gallery): add nvidia_acereason-nemotron-14b by @mudler in #5463
chore(deps): remove pin on transformers by @mudler in #5501
feat(chatterbox): add new backend by @mudler in #5524
fix(ci): try to add different mirrors to avoid 403 issues by @mudler in #5554
Revert "fix(ci): try to add different mirrors to avoid 403 issues" by @mudler in #5555
chore(deps): bump grpcio from 1.72.0 to 1.72.1 by @mudler in #5570
fix(chatterbox): install only with cuda 12 by @mudler in #5573
chore(deps): bump pytorch to 2.7 in vllm by @mudler in #5576
fix(deps): pin grpcio by @mudler in #5621
Improve Comments and Documentation for MixedMode and ParseJSON Functions by @leopardracer in #5626
Fix Typos in Comments and Error Messages by @kilavvy in #5637
docs: Update docs metadata headers so when mentioned on slack it doesn't say hugo by @halkeye in #5642
Minor Documentation Updates: Clarified Comments in Python and Go Files by @vtjl10 in #5641
chore: improve tests by @mudler in #5646
Fix Typos and Improve Documentation Clarity by @zeevick10 in #5648
chore(ci): use public runner for extra backends by @mudler in #5657
chore: Add python3 to images by @mudler in #5660
fix: add python symlink, use absolute python env path when running backends by @mudler in #5664
chore(backend gallery): re-order and add description for vLLM by @mudler in #5676
chore(backend gallery): add description for remaining backends by @mudler in #5679
chore(ci): switch to public runners for base images by @mudler in #5680
chore(ci): try to use public runners also for release builds by @mudler in #5681
chore(ci): move also other jobs to public runner by @mudler in #5683
Fix Typos in Documentation and Python Comments by @maximevtush in #5658
Fix Typos and Improve Clarity in GPU Acceleration Documentation by @leopardracer in #5688

New Contributors

@omahs made their first contribution in #5376
@TheDarkTrumpet made their first contribution in #5420
@halkeye made their first contribution in #5589
@leopardracer made their first contribution in #5626
@kilavvy made their first contribution in #5637
@vtjl10 made their first contribution in #5641
@zeevick10 made their first contribution in #5648
@maximevtush made their first contribution in #5658

Full Changelog: v2.29.0...v3.0.0

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v3.0.0

🚀 LocalAI 3.0 – A New Era Begins

TL;DR – What’s New in LocalAI 3.0.0 🎉

🧩 Introducing the Backend Gallery — Plug, Play, Power Up

⚠️ Important: Breaking Changes

CPU only image:

NVIDIA GPU Images:

AMD GPU Images (ROCm):

Intel GPU Images (oneAPI):

Vulkan GPU Images:

AIO Images (pre-downloaded models):

🧠 Smarter Reasoning, Smoother Chat

🧠 Model Power-Up: VRAM Savvy + Multimodal Brains

🧪 New Models!

🐞 Bugfixes & Polish

The Complete Local Stack for Privacy-First AI

LocalAI

LocalAGI

LocalRecall

Join the Movement! ❤️

Full changelog 👇

What's Changed

Breaking Changes 🛠

Bug fixes 🐛

Exciting New Features 🎉

🧠 Models

📖 Documentation and examples

👒 Dependencies

Other Changes

New Contributors

Contributors

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