I saw you now have multi-modal integration with cohere. Is there a colipali implementation in llamaindex too?

is there an index that stores a code repo (file names and contents), that basically summarizes what each file contains and for each file what its functions do etc. this is for an agent tool, may make more sense in langchain than llamaindex

Hi, the chat example uses ConversationBufferMemory as the langchain memory. Has anyone used a vector store to save the conversation history long term?

Hi, is there a hosted llamaindex service for businesses similar to Amazon Q / ChatGPT Business?
Or OSS project

Hi, FYI the links to the evaluation notebooks mentioned in the docs are missing the docs folder
https://gpt-index.readthedocs.io/en/latest/how_to/evaluation/evaluation.html

Hi I need to read the code for the llama agents, but conceptually why is there the need to store tasks in an index?

I was reviewing the babyagi original source-code and the langchain implementation. I am trying to understand how and why the agent context works.
both implementations embed the task execution results, but the original also stores the result itself in the metadata (never uses it though)
the query for the execution agent context is the objective.

anyone knows the rationale behind using only the results to find similar tasks as context for the current task?

any plans to support hybrid search like langchain? its the latest trend as it improves performance when we don’t use a finetuned embedding model

from all the hosted vector stores llama supports, which is the cheapest to start with?

if using a vector store index, what is the advantage of llama over langchain vector stores_

Hi all. Is llama-index structures fully compatible with Langchain? for example, can I use a document loader from llama and a vectorstore from langchain? or store from llama and embeddings from langchain?

Hi, how do I serialize a GPTIndexChatMemory?
1 am running serverless and wanted to store and retrieve
LangChain uses pydantic that makes all the objects really easy to serialize to json, but llama uses generic python classes unfortunately
thanks