* fix document matadata for box file

* fix BoxSearchOptions class initialization

* bump versions to 0.2.1

…dex-core (#15840)

…o duplicated columns in the schema (#15846)

…onverse (#15869)

Removed unused `llama-index-llms-anthropic` dependency. Incremented to `0.3.0`.

Fix minor issue in error message

…15882)

…en chunks are absent (#15889)

…5912)

document how to disable global timeout along with more docs

…15907)

* fix: model_name property and pydantic v2

* fix: tests

* Add InternalServerError to retry decorator

* Bump version

* Initial changes

* initial changes fixed with example

* Initial commit with all the code and test changes

* fixing test cases

* adding jupyter notebook

* cleaning files

* resolving comments

* fix linting

* more linting

* add a basic readme

---------

Co-authored-by: Aayush Kataria <[email protected]>
Co-authored-by: Massimiliano Pippi <[email protected]>

…15899)

* docs: update ai21 docs and readme with jamba 1.5 and tool calling

* docs: update ai21 docs and readme with jamba 1.5 and tool calling

* docs: update ai21 docs and readme with jamba 1.5 and tool calling

…_parser, readers, embeddings (#15934)

* feat(postgres): add support for engine parameters
- Introduced engine_params to support passing parameters to create_engine.
- Updated create_engine and create_async_engine calls to include engine_params.
- Initialized engine_params in the constructor.

* style(lint): reformat for readability

* refactor(postgres): rename engine_params to create_engine_kwargs

* refactor(postgres): rename engine_params to create_engine_kwargs

* chore: bump version to 0.2.3

* fix(postgres): rename engine_params to create_engine_kwargs

* update falkordb client

* bump version

* update version

* fix

…acters (#15956)

…5982)

…#15986)

* start choose own adventure hitl nb

* hitl example

* note on alternative implementation

* add module guides and run prepare_for_build

fix: removed author info

…rations/embeddings/llama-index-embeddings-litellm (#16013)

* Implement `get_nodes` on `PGVectorStore`

* Bump version num in pyproject.toml

…ilable similarity metric (#16031)

Update docstring in base.py adding COSINE as similarity metric available

According to Milvus Documentation, **COSINE** as similarity metric is supported (Both Milvus and Milvus Lite) but in Llama-Index docs was missing.

[Link to Milvus official docs](https://milvus.io/docs/metric.md?tab=floating#Similarity-Metrics)

I've checked in the [code](https://github.com/run-llama/llama_index/blob/723c2533ed4b7b43b7d814c89af1838f0f1994c2/llama-index-integrations/vector_stores/llama-index-vector-stores-milvus/llama_index/vector_stores/milvus/base.py#L256) , so indeed COSINE is supported, so no more further changes are needed.

…rovided as argument(#16035) (#16037)

* wip

* wip

* fix OctoAI llm provider

* adjust code to the latest client

* resolve conflicts

* fix message format conversion

* do not pass max_tokens if None

* add chat test

* bump version

* wip

* wip

wip

* Fix result order

* Bump version