Correctly aligns sponsors

Adds proper history handling for prompting

Bump certifi from 2024.6.2 to 2024.7.4 in the pip group

Bumps the pip group with 1 update: [certifi](https://github.com/certifi/python-certifi).


Updates `certifi` from 2024.6.2 to 2024.7.4
- [Commits](certifi/python-certifi@2024.06.02...2024.07.04)

---
updated-dependencies:
- dependency-name: certifi
  dependency-type: indirect
  dependency-group: pip
...

Signed-off-by: dependabot[bot] <support@github.com>

Adds docs

Bump urllib3 from 2.2.1 to 2.2.2 in the pip group across 1 directory

Bumps the pip group with 1 update in the / directory: [urllib3](https://github.com/urllib3/urllib3).


Updates `urllib3` from 2.2.1 to 2.2.2
- [Release notes](https://github.com/urllib3/urllib3/releases)
- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)
- [Commits](urllib3/urllib3@2.2.1...2.2.2)

---
updated-dependencies:
- dependency-name: urllib3
  dependency-type: indirect
  dependency-group: pip
...

Signed-off-by: dependabot[bot] <support@github.com>

Hotfix: Langchain version bumping for fixing CVE-2024-2965 - bumping …

…dialog-lib to 0.0.1.19

final: Fix tests

Hotfix: Docker Python Image Downgrade due to problem on Langchain

test last function retrieve_docs_from_vectordb

Fix cosine similarity threshold and prompt requirements