Commit Graph
283 Commits
Author SHA1 Message Date
372b1f8983 feat(silero-vad): allow threshold/silence/pad via model options (#12430)
* feat(silero-vad): allow threshold/silence/pad via model options

Signed-off-by: anton ziderer <Antonziderer@mail.ru>
Co-authored-by: Cursor <cursoragent@cursor.com>

* fix(silero-vad): ignore NaN thresholds

NaN passes the detector validation but prevents speech comparisons from succeeding.
Ignore it like malformed input and document the option validation.
Convert the option tests to Ginkgo and cover invalid overrides.

Assisted-by: Codex:gpt-6
Signed-off-by: anton ziderer <Antonziderer@mail.ru>

---------

Signed-off-by: anton ziderer <Antonziderer@mail.ru>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: localai-org-maint-bot <306269227+localai-org-maint-bot@users.noreply.github.com>
2026-10-02 23:59:49 +02:00
Ettore Di Giacinto 21df4a120a feat(mlx): add Apple Silicon video backend
Add a Darwin-only MLX-Video backend for LTX-2 and converted Wan checkpoints, expose it through the existing video API, and wire packaging, discovery, tests, docs, and an example.

Assisted-by: Codex:gpt-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-09-11 21:52:41 +00:00
pos-ei-donandPhilipp Wacker b4c0dc67fe feat(vllm): progressive streaming via parser.extract_tool_calls_streaming (follow-up to #10346) (#10351)
* fix(vllm): don't stream raw tool-call markup as content when a tool parser is active

When a tool_parser is configured and the request carries tools, the streaming
loop emitted every text delta as delta.content — including the model's raw
tool-call markup (e.g. <tool_call>...) — because extract_tool_calls only runs
on the full output after the stream. Clients streaming a tool call therefore
saw the unparsed tool-call syntax as assistant content.

Buffer the text while a tool parser is active for the request; the existing
end-of-stream chat_delta already carries the parsed tool_calls (or the cleaned
content), which the Go side converts to SSE deltas. Non-tool-parser streaming
is unchanged.

Add a server-less regression test covering both the tool-call case (no raw
markup leaked as content) and the plain-text case (content delivered exactly
once — guards against double-emitting the buffered content).

Signed-off-by: pos-ei-don <1822533+pos-ei-don@users.noreply.github.com>

* test(vllm): add expectedFailure test for progressive streaming with tool parser (Case 3, #582)

Signed-off-by: pos-ei-don <1822533+pos-ei-don@users.noreply.github.com>

* test(vllm): add Cases 4+5 — marker split across chunks + false-positive prefix (TDD, Option B state machine, #582)

Signed-off-by: pos-ei-don <1822533+pos-ei-don@users.noreply.github.com>

* feat(vllm): progressive streaming via parser.extract_tool_calls_streaming

When a tool parser is active for a tool-enabled streaming request,
#10346 buffers the entire generation and surfaces it on the final
chunk to prevent raw tool-call markup from leaking as delta.content.
This is correct but turns the request into effectively non-streaming
for plain-text responses — the client sees nothing until the model
stops.

Every concrete tool parser shipped with vLLM 0.23+ already implements
extract_tool_calls_streaming (Granite4, Qwen3Coder, DeepSeekV31, Jamba,
Ernie45, Hermes2Pro, llama3_json, mistral, …). Use it: instantiate
the parser before the streaming loop and call its streaming method per
delta, emitting DeltaMessage(content=…) or DeltaMessage(tool_calls=[…])
when the parser is ready.

Falls back to the existing #10346 buffer path when:
  - the parser does not have extract_tool_calls_streaming, OR
  - extract_tool_calls_streaming raises mid-stream (logged, the
    rest of the request finishes via post-loop extract_tool_calls).

Tests (TestStreamingToolParser):
  1. Buffer path: no markup leaked, no content duplication
  2. Native streaming: plain-text response streams progressively
  3. Native streaming: tool_call structured, no markup leaked
  4. Native streaming exception → graceful fallback, no markup, no crash
  5. No tool parser → unchanged per-delta content stream

E2E verified against qwen3_coder on vLLM 0.23.0 (NVIDIA GB10 / arm64 / CUDA 13).

Signed-off-by: pos-ei-don <1822533+pos-ei-don@users.noreply.github.com>

* docs(vllm): add server-side TTFT benchmark for the streaming tool-parser path

Self-contained stdlib-only script that measures time-to-first-token (TTFT)
for the vLLM backend's two streaming scenarios:

  - tool_call:  request mentions a tool; model is expected to call it
  - plain_text: request offers a tool but explicitly asks for prose

Use this to compare:
  - the buffer-all path (#10346)         → plain_text TTFT ≈ total response time
  - the native-streaming path (this PR)  → plain_text TTFT ≈ true first-token time

  python examples/vllm-bench/ttft_streaming_tool_parser.py \\
      --url http://localhost:8080 --model my-coder --runs 3

Lives under examples/ so it does not interfere with the test suite.

Signed-off-by: pos-ei-don <1822533+pos-ei-don@users.noreply.github.com>

* examples/vllm-bench: add long-text scenario (8 paragraphs, 1500 tokens)

The long-text scenario shows the buffering vs streaming difference most
dramatically: with the buffer-all path, the client receives nothing for
20+ seconds and then the entire 1500-token response at once. With native
streaming, the first token arrives in tens of milliseconds and the
response flows progressively.

Signed-off-by: pos-ei-don <1822533+pos-ei-don@users.noreply.github.com>

---------

Signed-off-by: pos-ei-don <1822533+pos-ei-don@users.noreply.github.com>
Co-authored-by: Philipp Wacker <philipp.wacker@ibf-solutions.com>
2026-06-21 17:07:15 +02:00
95aef32492 docs: make examples repository link more prominent (#8895)
docs: make examples repository link more prominent in README

Add a badge-style button link to the examples repository in the main
README and expand examples/README.md with example categories and
quick-start links to help new users discover the examples repo.

Co-authored-by: localai-bot <localai-bot@noreply.github.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-09 09:26:16 +01:00
Ettore Di Giacinto d4978383ff chore: create examples/README to redirect to the new repository
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2024-10-30 09:11:32 +01:00
Dave cde0139363 chore: drop examples folder now that LocalAI-examples has been created (#4017)
Signed-off-by: Dave Lee <dave@gray101.com>
2024-10-30 09:10:33 +01:00
dependabot[bot] 3422d21346 chore(deps): Bump openai from 1.52.0 to 1.52.2 in /examples/functions (#4000)
Bumps [openai](https://github.com/openai/openai-python) from 1.52.0 to 1.52.2.
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2024-10-29 09:30:03 +01:00
dependabot[bot] a7917a2150 chore(deps): Bump frozenlist from 1.4.1 to 1.5.0 in /examples/langchain/langchainpy-localai-example (#3992)
chore(deps): Bump frozenlist

Bumps [frozenlist](https://github.com/aio-libs/frozenlist) from 1.4.1 to 1.5.0.
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2024-10-29 09:29:20 +01:00
dependabot[bot] 7b23b894b4 chore(deps): Bump tqdm from 4.66.5 to 4.66.6 in /examples/langchain/langchainpy-localai-example (#3991)
chore(deps): Bump tqdm

Bumps [tqdm](https://github.com/tqdm/tqdm) from 4.66.5 to 4.66.6.
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2024-10-29 09:28:10 +01:00
dependabot[bot] 15c083f731 chore(deps): Bump llama-index from 0.11.19 to 0.11.20 in /examples/chainlit (#3990)
chore(deps): Bump llama-index in /examples/chainlit

Bumps [llama-index](https://github.com/run-llama/llama_index) from 0.11.19 to 0.11.20.
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2024-10-29 09:27:44 +01:00
dependabot[bot] 293eaad69d chore(deps): Bump openai from 1.52.0 to 1.52.2 in /examples/langchain-chroma (#3989)
chore(deps): Bump openai in /examples/langchain-chroma

Bumps [openai](https://github.com/openai/openai-python) from 1.52.0 to 1.52.2.
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2024-10-29 09:26:45 +01:00
dependabot[bot] 605126db8a chore(deps): Bump llama-index from 0.11.19 to 0.11.20 in /examples/langchain-chroma (#3988)
chore(deps): Bump llama-index in /examples/langchain-chroma

Bumps [llama-index](https://github.com/run-llama/llama_index) from 0.11.19 to 0.11.20.
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2024-10-29 09:26:12 +01:00
dependabot[bot] a8e10f03e9 chore(deps): Bump openai from 1.51.2 to 1.52.2 in /examples/langchain/langchainpy-localai-example (#3993)
chore(deps): Bump openai

Bumps [openai](https://github.com/openai/openai-python) from 1.51.2 to 1.52.2.
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2024-10-28 19:33:05 +01:00
dependabot[bot] b8eb10b6b7 chore(deps): Bump yarl from 1.15.5 to 1.16.0 in /examples/langchain/langchainpy-localai-example (#3938)
chore(deps): Bump yarl

Bumps [yarl](https://github.com/aio-libs/yarl) from 1.15.5 to 1.16.0.
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2024-10-22 09:33:14 +02:00
dependabot[bot] 0f6b4513bf chore(deps): Bump openai from 1.51.2 to 1.52.0 in /examples/functions (#3901)
Bumps [openai](https://github.com/openai/openai-python) from 1.51.2 to 1.52.0.
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2024-10-22 09:32:55 +02:00
dependabot[bot] 6f0c936f74 chore(deps): Bump marshmallow from 3.22.0 to 3.23.0 in /examples/langchain/langchainpy-localai-example (#3917)
chore(deps): Bump marshmallow

Bumps [marshmallow](https://github.com/marshmallow-code/marshmallow) from 3.22.0 to 3.23.0.
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2024-10-22 09:32:45 +02:00
dependabot[bot] 42136b6f27 chore(deps): Bump llama-index from 0.11.17 to 0.11.19 in /examples/langchain-chroma (#3907)
chore(deps): Bump llama-index in /examples/langchain-chroma

Bumps [llama-index](https://github.com/run-llama/llama_index) from 0.11.17 to 0.11.19.
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2024-10-22 09:32:34 +02:00
dependabot[bot] 2810e3ea5c chore(deps): Bump openai from 1.51.2 to 1.52.0 in /examples/langchain-chroma (#3908)
chore(deps): Bump openai in /examples/langchain-chroma

Bumps [openai](https://github.com/openai/openai-python) from 1.51.2 to 1.52.0.
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2024-10-22 09:32:14 +02:00
dependabot[bot] 11d34e38dc chore(deps): Bump yarl from 1.15.2 to 1.15.5 in /examples/langchain/langchainpy-localai-example (#3921)
chore(deps): Bump yarl

Bumps [yarl](https://github.com/aio-libs/yarl) from 1.15.2 to 1.15.5.
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2024-10-22 09:31:47 +02:00
dependabot[bot] 06951cdd6b chore(deps): Bump sqlalchemy from 2.0.35 to 2.0.36 in /examples/langchain/langchainpy-localai-example (#3920)
chore(deps): Bump sqlalchemy

Bumps [sqlalchemy](https://github.com/sqlalchemy/sqlalchemy) from 2.0.35 to 2.0.36.
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2024-10-22 09:31:30 +02:00
dependabot[bot] db401b4d84 chore(deps): Bump langchain-community from 0.3.2 to 0.3.3 in /examples/langchain/langchainpy-localai-example (#3923)
chore(deps): Bump langchain-community

Bumps [langchain-community](https://github.com/langchain-ai/langchain) from 0.3.2 to 0.3.3.
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2024-10-22 09:30:52 +02:00
dependabot[bot] e0c876aae1 chore(deps): Bump langchain from 0.3.3 to 0.3.4 in /examples/functions (#3900)
Bumps [langchain](https://github.com/langchain-ai/langchain) from 0.3.3 to 0.3.4.
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2024-10-22 09:30:28 +02:00
dependabot[bot] 5e0847b3d7 chore(deps): Bump weaviate-client from 4.8.1 to 4.9.0 in /examples/chainlit (#3894)
chore(deps): Bump weaviate-client in /examples/chainlit

Bumps [weaviate-client](https://github.com/weaviate/weaviate-python-client) from 4.8.1 to 4.9.0.
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2024-10-22 09:30:16 +02:00
dependabot[bot] ee5ca49bc1 chore(deps): Bump llama-index from 0.11.17 to 0.11.19 in /examples/chainlit (#3893)
chore(deps): Bump llama-index in /examples/chainlit

Bumps [llama-index](https://github.com/run-llama/llama_index) from 0.11.17 to 0.11.19.
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2024-10-22 09:29:56 +02:00
dependabot[bot] 18c35ee86f chore(deps): Bump numpy from 2.1.1 to 2.1.2 in /examples/langchain/langchainpy-localai-example (#3833)
chore(deps): Bump numpy

Bumps [numpy](https://github.com/numpy/numpy) from 2.1.1 to 2.1.2.
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2024-10-15 09:40:30 +02:00
dependabot[bot] 53d1db1da0 chore(deps): Bump yarl from 1.15.1 to 1.15.2 in /examples/langchain/langchainpy-localai-example (#3832)
chore(deps): Bump yarl

Bumps [yarl](https://github.com/aio-libs/yarl) from 1.15.1 to 1.15.2.
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2024-10-15 09:40:06 +02:00
dependabot[bot] 13e7432b89 chore(deps): Bump langchain-community from 0.3.1 to 0.3.2 in /examples/langchain/langchainpy-localai-example (#3831)
chore(deps): Bump langchain-community

Bumps [langchain-community](https://github.com/langchain-ai/langchain) from 0.3.1 to 0.3.2.
- [Release notes](https://github.com/langchain-ai/langchain/releases)
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2024-10-15 09:39:55 +02:00
dependabot[bot] f9903d850f chore(deps): Bump charset-normalizer from 3.3.2 to 3.4.0 in /examples/langchain/langchainpy-localai-example (#3834)
chore(deps): Bump charset-normalizer

Bumps [charset-normalizer](https://github.com/Ousret/charset_normalizer) from 3.3.2 to 3.4.0.
- [Release notes](https://github.com/Ousret/charset_normalizer/releases)
- [Changelog](https://github.com/jawah/charset_normalizer/blob/master/CHANGELOG.md)
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2024-10-14 20:05:36 +00:00
dependabot[bot] f659304227 chore(deps): Bump openai from 1.51.1 to 1.51.2 in /examples/langchain-chroma (#3810)
chore(deps): Bump openai in /examples/langchain-chroma

Bumps [openai](https://github.com/openai/openai-python) from 1.51.1 to 1.51.2.
- [Release notes](https://github.com/openai/openai-python/releases)
- [Changelog](https://github.com/openai/openai-python/blob/main/CHANGELOG.md)
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2024-10-13 11:24:59 +02:00
dependabot[bot] fd493a4451 chore(deps): Bump aiohttp from 3.10.9 to 3.10.10 in /examples/langchain/langchainpy-localai-example (#3812)
chore(deps): Bump aiohttp

Bumps [aiohttp](https://github.com/aio-libs/aiohttp) from 3.10.9 to 3.10.10.
- [Release notes](https://github.com/aio-libs/aiohttp/releases)
- [Changelog](https://github.com/aio-libs/aiohttp/blob/master/CHANGES.rst)
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2024-10-13 10:13:06 +02:00
dependabot[bot] 181fa93168 chore(deps): Bump debugpy from 1.8.6 to 1.8.7 in /examples/langchain/langchainpy-localai-example (#3814)
chore(deps): Bump debugpy

Bumps [debugpy](https://github.com/microsoft/debugpy) from 1.8.6 to 1.8.7.
- [Release notes](https://github.com/microsoft/debugpy/releases)
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2024-10-13 10:12:38 +02:00
dependabot[bot] d5d9e78983 chore(deps): Bump langchain from 0.3.2 to 0.3.3 in /examples/functions (#3802)
Bumps [langchain](https://github.com/langchain-ai/langchain) from 0.3.2 to 0.3.3.
- [Release notes](https://github.com/langchain-ai/langchain/releases)
- [Commits](https://github.com/langchain-ai/langchain/compare/langchain==0.3.2...langchain==0.3.3)

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2024-10-13 10:10:51 +02:00
dependabot[bot] a1a86aa1f7 chore(deps): Bump chromadb from 0.5.11 to 0.5.13 in /examples/langchain-chroma (#3811)
chore(deps): Bump chromadb in /examples/langchain-chroma

Bumps [chromadb](https://github.com/chroma-core/chroma) from 0.5.11 to 0.5.13.
- [Release notes](https://github.com/chroma-core/chroma/releases)
- [Changelog](https://github.com/chroma-core/chroma/blob/main/RELEASE_PROCESS.md)
- [Commits](https://github.com/chroma-core/chroma/compare/0.5.11...0.5.13)

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2024-10-13 10:10:26 +02:00
dependabot[bot] 9695969913 chore(deps): Bump yarl from 1.13.1 to 1.15.1 in /examples/langchain/langchainpy-localai-example (#3816)
chore(deps): Bump yarl

Bumps [yarl](https://github.com/aio-libs/yarl) from 1.13.1 to 1.15.1.
- [Release notes](https://github.com/aio-libs/yarl/releases)
- [Changelog](https://github.com/aio-libs/yarl/blob/master/CHANGES.rst)
- [Commits](https://github.com/aio-libs/yarl/compare/v1.13.1...v1.15.1)

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2024-10-13 10:09:48 +02:00
dependabot[bot] 975c579d44 chore(deps): Bump openai from 1.51.1 to 1.51.2 in /examples/langchain/langchainpy-localai-example (#3808)
chore(deps): Bump openai

Bumps [openai](https://github.com/openai/openai-python) from 1.51.1 to 1.51.2.
- [Release notes](https://github.com/openai/openai-python/releases)
- [Changelog](https://github.com/openai/openai-python/blob/main/CHANGELOG.md)
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2024-10-13 10:09:05 +02:00
dependabot[bot] 814cc24b69 chore(deps): Bump langchain from 0.3.1 to 0.3.3 in /examples/langchain-chroma (#3809)
chore(deps): Bump langchain in /examples/langchain-chroma

Bumps [langchain](https://github.com/langchain-ai/langchain) from 0.3.1 to 0.3.3.
- [Release notes](https://github.com/langchain-ai/langchain/releases)
- [Commits](https://github.com/langchain-ai/langchain/compare/langchain==0.3.1...langchain==0.3.3)

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2024-10-13 10:08:14 +02:00
dependabot[bot] 086f9e1f07 chore(deps): Bump llama-index from 0.11.16 to 0.11.17 in /examples/chainlit (#3807)
chore(deps): Bump llama-index in /examples/chainlit

Bumps [llama-index](https://github.com/run-llama/llama_index) from 0.11.16 to 0.11.17.
- [Release notes](https://github.com/run-llama/llama_index/releases)
- [Changelog](https://github.com/run-llama/llama_index/blob/main/CHANGELOG.md)
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2024-10-13 10:07:29 +02:00
dependabot[bot] 3f923bb2ce chore(deps): Bump openai from 1.51.1 to 1.51.2 in /examples/functions (#3806)
Bumps [openai](https://github.com/openai/openai-python) from 1.51.1 to 1.51.2.
- [Release notes](https://github.com/openai/openai-python/releases)
- [Changelog](https://github.com/openai/openai-python/blob/main/CHANGELOG.md)
- [Commits](https://github.com/openai/openai-python/compare/v1.51.1...v1.51.2)

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2024-10-13 10:06:48 +02:00
dependabot[bot] 803e2db30b chore(deps): Bump python from 3.12-bullseye to 3.13-bullseye in /examples/langchain (#3805)
chore(deps): Bump python in /examples/langchain

Bumps python from 3.12-bullseye to 3.13-bullseye.

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2024-10-13 10:06:21 +02:00
dependabot[bot] a282bd4969 chore(deps): Bump llama-index from 0.11.16 to 0.11.17 in /examples/langchain-chroma (#3804)
chore(deps): Bump llama-index in /examples/langchain-chroma

Bumps [llama-index](https://github.com/run-llama/llama_index) from 0.11.16 to 0.11.17.
- [Release notes](https://github.com/run-llama/llama_index/releases)
- [Changelog](https://github.com/run-llama/llama_index/blob/main/CHANGELOG.md)
- [Commits](https://github.com/run-llama/llama_index/compare/v0.11.16...v0.11.17)

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2024-10-13 10:05:54 +02:00
dependabot[bot] 5bca02bad4 chore(deps): Bump langchain from 0.3.2 to 0.3.3 in /examples/langchain/langchainpy-localai-example (#3803)
chore(deps): Bump langchain

Bumps [langchain](https://github.com/langchain-ai/langchain) from 0.3.2 to 0.3.3.
- [Release notes](https://github.com/langchain-ai/langchain/releases)
- [Commits](https://github.com/langchain-ai/langchain/compare/langchain==0.3.2...langchain==0.3.3)

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2024-10-13 10:05:26 +02:00
dependabot[bot] d5e1958a1f chore(deps): Bump nginx from 1.27.0 to 1.27.2 in /examples/k8sgpt (#3761)
Bumps nginx from 1.27.0 to 1.27.2.

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2024-10-08 09:34:23 +02:00
dependabot[bot] f9c58a01d3 chore(deps): Bump llama-index from 0.11.14 to 0.11.16 in /examples/langchain-chroma (#3760)
chore(deps): Bump llama-index in /examples/langchain-chroma

Bumps [llama-index](https://github.com/run-llama/llama_index) from 0.11.14 to 0.11.16.
- [Release notes](https://github.com/run-llama/llama_index/releases)
- [Changelog](https://github.com/run-llama/llama_index/blob/main/CHANGELOG.md)
- [Commits](https://github.com/run-llama/llama_index/compare/v0.11.14...v0.11.16)

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2024-10-08 09:34:05 +02:00
dependabot[bot] 4500650000 chore(deps): Bump openai from 1.50.2 to 1.51.1 in /examples/langchain-chroma (#3758)
chore(deps): Bump openai in /examples/langchain-chroma

Bumps [openai](https://github.com/openai/openai-python) from 1.50.2 to 1.51.1.
- [Release notes](https://github.com/openai/openai-python/releases)
- [Changelog](https://github.com/openai/openai-python/blob/main/CHANGELOG.md)
- [Commits](https://github.com/openai/openai-python/compare/v1.50.2...v1.51.1)

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2024-10-08 09:33:25 +02:00
dependabot[bot] 5674e671d0 chore(deps): Bump langchain from 0.3.1 to 0.3.2 in /examples/langchain/langchainpy-localai-example (#3752)
chore(deps): Bump langchain

Bumps [langchain](https://github.com/langchain-ai/langchain) from 0.3.1 to 0.3.2.
- [Release notes](https://github.com/langchain-ai/langchain/releases)
- [Commits](https://github.com/langchain-ai/langchain/compare/langchain==0.3.1...langchain==0.3.2)

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2024-10-08 09:33:13 +02:00
dependabot[bot] 0f44c3f69c chore(deps): Bump debugpy from 1.8.2 to 1.8.6 in /examples/langchain/langchainpy-localai-example (#3751)
chore(deps): Bump debugpy

Bumps [debugpy](https://github.com/microsoft/debugpy) from 1.8.2 to 1.8.6.
- [Release notes](https://github.com/microsoft/debugpy/releases)
- [Commits](https://github.com/microsoft/debugpy/compare/v1.8.2...v1.8.6)

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2024-10-08 09:32:59 +02:00
dependabot[bot] f9069daf03 chore(deps): Bump streamlit from 1.38.0 to 1.39.0 in /examples/streamlit-bot (#3757)
chore(deps): Bump streamlit in /examples/streamlit-bot

Bumps [streamlit](https://github.com/streamlit/streamlit) from 1.38.0 to 1.39.0.
- [Release notes](https://github.com/streamlit/streamlit/releases)
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2024-10-08 09:32:40 +02:00
dependabot[bot] 5f58841a3a chore(deps): Bump llama-index from 0.11.14 to 0.11.16 in /examples/chainlit (#3753)
chore(deps): Bump llama-index in /examples/chainlit

Bumps [llama-index](https://github.com/run-llama/llama_index) from 0.11.14 to 0.11.16.
- [Release notes](https://github.com/run-llama/llama_index/releases)
- [Changelog](https://github.com/run-llama/llama_index/blob/main/CHANGELOG.md)
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2024-10-08 09:32:30 +02:00
dependabot[bot] 287200e687 chore(deps): Bump aiohttp from 3.10.8 to 3.10.9 in /examples/langchain/langchainpy-localai-example (#3750)
chore(deps): Bump aiohttp

Bumps [aiohttp](https://github.com/aio-libs/aiohttp) from 3.10.8 to 3.10.9.
- [Release notes](https://github.com/aio-libs/aiohttp/releases)
- [Changelog](https://github.com/aio-libs/aiohttp/blob/master/CHANGES.rst)
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2024-10-08 09:32:18 +02:00
dependabot[bot] b653883c0a chore(deps): Bump multidict from 6.0.5 to 6.1.0 in /examples/langchain/langchainpy-localai-example (#3749)
chore(deps): Bump multidict

Bumps [multidict](https://github.com/aio-libs/multidict) from 6.0.5 to 6.1.0.
- [Release notes](https://github.com/aio-libs/multidict/releases)
- [Changelog](https://github.com/aio-libs/multidict/blob/master/CHANGES.rst)
- [Commits](https://github.com/aio-libs/multidict/compare/v6.0.5...v6.1.0)

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2024-10-08 09:32:08 +02:00