fix(ColbertRerank): calculate ColBERT similarity per token rather than vs pooled query embeds (#11335)

fix: calculate ColBERT similarity per token rather than vs pooled query embedding

* Generate skeleton for Groq LLM integration.

* Use OpenAI-like to implement Groq LLM integraton.

Co-authored-by: gavinsherry <gavin.sherry@gmail.com>

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Co-authored-by: gavinsherry <gavin.sherry@gmail.com>

* add system prompt workaround

* remove workaround flag

* fix lint

* chore: fix doc comments

* Update base.py

* Update base.py

Bump aiohttp from 3.9.1 to 3.9.2 in /llama-index-integrations/embeddings/llama-index-embeddings-fireworks (#11297)

Bump cryptography from 42.0.2 to 42.0.4 in /llama-index-integrations/embeddings/llama-index-embeddings-fireworks (#11296)

* Init colbert reranker

* cr

* cr

* cr

* fix

* cr

* cr

* cr

* cr

* cr

* cr

Fix: TypeError: chromadb.api.client.Client.get_or_create_collection() argument after ** must be a mapping, not NoneType (#11104)

* update

* address comments

Bump cryptography from 42.0.2 to 42.0.4 in /llama-index-integrations/agent/llama-index-agent-openai-legacy (#11105)

Bump cryptography from 42.0.2 to 42.0.4 in /llama-index-integrations/embeddings/llama-index-embeddings-bedrock (#11106)

Bump cryptography from 42.0.2 to 42.0.4 in /llama-index-integrations/embeddings/llama-index-embeddings-sagemaker-endpoint (#11107)

Bump cryptography from 42.0.2 to 42.0.4 in /llama-index-integrations/llms/llama-index-llms-dashscope (#11108)

Bump cryptography from 42.0.2 to 42.0.4 in /llama-index-integrations/callbacks/llama-index-callbacks-argilla (#11110)

Bump cryptography from 42.0.2 to 42.0.4 in /llama-index-integrations/callbacks/llama-index-callbacks-aim (#11111)

Bump cryptography from 42.0.2 to 42.0.4 in /llama-index-integrations/llms/llama-index-llms-clarifai (#11112)

Bump cryptography from 42.0.2 to 42.0.4 in /llama-index-integrations/tools/llama-index-tools-yahoo-finance (#11113)

Bump cryptography from 42.0.2 to 42.0.4 in /llama-index-integrations/callbacks/llama-index-callbacks-wandb (#11115)

Bump cryptography from 42.0.2 to 42.0.4 in /llama-index-integrations/postprocessor/llama-index-postprocessor-presidio (#11117)

Bump cryptography from 42.0.2 to 42.0.4 in /llama-index-integrations/callbacks/llama-index-callbacks-promptlayer (#11118)

Bump cryptography from 42.0.2 to 42.0.4 in /llama-index-integrations/indices/llama-index-indices-managed-vectara (#11120)

Bump cryptography from 42.0.2 to 42.0.4 in /llama-index-integrations/callbacks/llama-index-callbacks-uptrain (#11119)

Bump cryptography from 42.0.2 to 42.0.4 in /llama-index-integrations/llms/llama-index-llms-localai (#11121)

Bump cryptography from 42.0.2 to 42.0.4 in /llama-index-integrations/embeddings/llama-index-embeddings-adapter (#11122)

Bump cryptography from 42.0.2 to 42.0.4 in /llama-index-integrations/indices/llama-index-indices-managed-google (#11123)

Bump cryptography from 42.0.2 to 42.0.4 in /llama-index-integrations/embeddings/llama-index-embeddings-cohere (#11124)

Bump cryptography from 42.0.2 to 42.0.4 in /llama-index-integrations/graph_stores/llama-index-graph-stores-falkordb (#11125)