* Add form-based PR template with documentation guidelines

* Add pip and screenshot suggestions

* Update blog links

* changes for breaking api changes to embed jobs

* update nb

* added redis guide and associated files

* update chat ft

* add colab link

* added tutorials for vanilla RAG and vanilla Tool Use

* Delete Vanilla_RAG.ipynb

* Delete Vanilla_Tool_Use.ipynb

* Add files via upload

* Adds notebook for grounded summarisation

* Adds notebooks with meeting notes rescipes

* added general meeting notes notebook

* fixed typo

* Inserts edits by Maxime

* Adds permalinks and disclaimers to notebooks

* Adds section on missing links

* cookbook rag evals

* remove mention

* FDE cookbooks: Long_form_General_Strategies

* LLMU module 6 updates

* LLMU chapter 8 updates

* Pin notebooks to cohere<5

* add summ evals notebook

* fix typo

* fix typo 2

* Add document parsing notebook

* Add updated notebook and data

* Collapse sections

* Adding 10K Analysis cookbook

* Update Cohere_Redis_Guide.ipynb

The previous version was missing the index.load operation, which is essential for inserting the data inside the Redis vector db.
This commit updates the notebook with the missing code, as per the [original tutorial](https://docs.cohere.com/docs/redis-and-cohere)

* Pin notebooks to cohere<5

* reorganize notebooks into categories

* add enterprise readme placeholder

* update semantic search nb

* update notebooks

* update readme and move some nbs

* add colab buttons

* fix open in colab links

* Add text version of DOJ v. Apple Complaint

* Chunking strategies notebook

* Update LLMU readme.md

* Add migrating monolithic prompts notebooks

* update notebooks

* added public benchmarks folder

* update notebooks and examples for LLMU

* add open in colab buttons

* added documentation notebook for multi step tool use

* update images and links

* Add files via upload

* Fixes

* add new hacker news notebook

* Point to data

* changed model version to rerank-v3.0 in rerank guide - do not merge until 4/11

* Adding Elastic guide

* adding rerank notebook

* new version without embeddings file

* Add files via upload

* Adding tool use notebook

* tool use notebook update

* Notebook tweak

* Fix to Elastic rerank integration

* Fix to Chat call to use correct documents

* changes to chapters 2, 3, 4

* update LLMU notebooks - RAG etc

* Update README.md

* Update Data_Analyst_Agent_Cohere_and_Langchain.ipynb

* building a chatbot changes

* add colab links

* Update README.md

* Update Data_Analyst_Agent_Cohere_and_Langchain.ipynb

* This PR adds the evaluation and usage guides for R and R+ into the guides directory.

* add notebook

* Add colab links

* Adds notebook

* using rerank 3, ten test examples

* edits to hyperparameters, prompt engineering

* small changes

* RAG Guide: Include python-dotenv to load Cohere and Pinecone API keys from .env file

Nice convenience function, don't need to acecpt if you don't like it


## Test Plan
Notebook runs if you define API keys in an .env file

* RAG Guide: Comment out set_css logic that breaks for Jupyter notebooks

I noticed that this was breaking for when I was running this in Jupyter notebooks. I also noticed we had comments in the notebook saying `# Uncomment for Google Colab to ...` so figured we could do the same here. If you don't like it, no worries

## Test Plan
Before it wasn't working, and we got these errors
```
Error in callback <function set_css at 0x33e33d260> (for pre_run_cell), with arguments args (<ExecutionInfo object at 33e35b110, raw_cell="raw_documents = [
    {
        "title": "Text Emb.." store_history=True silent=False shell_futures=True cell_id=vscode-notebook-cell:/Users/rossdancraig/Projects/cohere-notebooks/notebooks/guides/RAG_with_Chat_Embed_and_Rerank_via_Pinecone.ipynb#X13sZmlsZQ%3D%3D>,),kwargs {}:

```

```
{
	"name": "TypeError",
	"message": "set_css() takes 0 positional arguments but 1 was given",
	"stack": "---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
TypeError: set_css() takes 0 positional arguments but 1 was given"
}
```

Now it works!

* Multi_Step_Tool_Use

* Update Multi_Step_Tool_Use.ipynb

Edited tool description, added additional explanations and formatting

* update RAG chapter 3

* update RAG chapter

* update image links

* small usability fixes throughout

* Adding Cohere source attribution

* Set pinecone sdk to 3.2.1 or higher to support source_tag

* Remove junk output

* new file examples

* agent memory

* rename

* nb on how to use deterministic functions

* agentic rag on mixed tables and text

* renaming

* Create notebook for multi-step tool use

* Update Tool_Use.ipynb

* Update Tool_Use.ipynb

* change dir to agents

* agentic rag

* sql agent initial pr

* Financial CSV Agent with Native agent api  (#179)

* init

* update

* update

* update

* update cohere_agent function

* update cohere_agent() - indent issue

* restructure agents (#181)

* restructure agents

* new README

* changed docs

* refactor and additions

* fixed readme

* fixed README

* minor readme change

* hotfix to typo

* removed duplicate financial csv agent line in readme

* Add document parsing notebook images

* Crop image

* Create Optimizing_rag_workflows_with_rerank_and_query_rephrasing.ipynb

* Add collab link to Tool Use notebook

* Update image

* adding multistage rag notebook and renaming langchain notebook

* init

* typos

* rerun

* Add HR assistant notebook

* Remove comments

* init

* adding some explanations

* minor fixes

* rename tool with the name used below

* add comments

* fixed readme

* bullet

* update colab link

* init

* add-comments

* more-comments

* motivation-update

* typo

* update

* Add tool LLMU use notebooks

* update LLMU readme

* fixed issues w/ nb

* add rerank benchmarks

* added json formatting and fixed errors

* minor notebook formatting

* update llmu notebooks

* add getting started tutorials

* add rag citation notebook

* add mongodb x cohere notebook

* Add create_csv_agent to cookbook

* remove cohere key

* update readme and notebooks

* Add recommended usage comment

* add cohere on aws llmu

* llmu aws - colab links

* update aws llmu nb

* docs: drop urls from notebooks (#212)

* Guardrails API updates (#214)

* Maxime Weights and Biases notebook (#216)

* Create test.txt

* Add files via upload

* Delete notebooks/guides/advanced_rag/test.txt

* Add v2 docs (#213)

* add v2 docs

* update rag nb

* update getting started nbs

* update tool use nb

* add multi step tool use

* update tutorials

* update tutorials

* update post review

* update v2 notebooks (#220)

* Update RAG_with_Chat_Embed_and_Rerank.ipynb (#218)

* Finetuning cookbook (#217)

* add finetuning cookbook

* add ft readme

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* feat: add sagemaker finetuning notebook (#221)

* feat: add sagemaker finetuning notebook

* address comments

* use new python sdk

* fix: minor bug in sdk installation

---------

Co-authored-by: CoderHam <[email protected]>

* Add BYO notebook (#222)

* add byo notebook

* change cohere-aws to cohere and address PR comment

* add quotes

* docs: update for arns and urls for r v2 finetuning + misc fixes (#225)

* docs: update for arns and urls for r v2 finetuning + misc fixes

* nit: typo

---------

Co-authored-by: CoderHam <[email protected]>

* Final changes for BYO notebook (#223)

* add tags

* final modifications

* fix: typos in r v2 finetuning notebook

* nit: cleanup

* fix: connect to endpoint typo

---------

Co-authored-by: CoderHam <[email protected]>

* update tools to use documents param (#227)

* Add agentic rag tutorials (#230)

* add agentic rag tutorials

* update text

* LLMU - Update text generation module to API v2 (#228)

* LLMU - Update text generation module to API v2

* v2 for a few modules

* fix typos and folder location - agentic rag (#231)

* Add multimodal semantic search demo (#232)

* add semantic search demo

* updated for sdk change

* add multimodal sem search nb

---------

Co-authored-by: mahjongmen <[email protected]>

* Create issue_form.yml (#234)

* update search example (#233)

* feat: Add PR template with structured fields (#235)

* Add form-based PR template with documentation guidelines

* Add pip and screenshot suggestions

* add agentic rag nbs 4-6 (#238)

* change quickstart guides to v2 API (#241)

* Add sql agent i-5O (#242)

* update links to sql table (#243)

* fix: typo for endpoint deletion (#244)

Co-authored-by: CoderHam <[email protected]>

* update installs and imports (#245)

* Update the guide for rerank with v2 (#248)

---------

Co-authored-by: Meor Amer <[email protected]>
Co-authored-by: mrmer1 <[email protected]>
Co-authored-by: mahjongmen <[email protected]>
Co-authored-by: maximevoisincohere <[email protected]>
Co-authored-by: Alyona Moulin <[email protected]>
Co-authored-by: Jay Alammar <[email protected]>
Co-authored-by: co-antwan <[email protected]>
Co-authored-by: boyu-cohere <[email protected]>
Co-authored-by: Antoine Debugne <[email protected]>
Co-authored-by: marcodel13 <[email protected]>
Co-authored-by: aalpat4 <[email protected]>
Co-authored-by: anna-cohere <[email protected]>
Co-authored-by: Anna-cohere <[email protected]>
Co-authored-by: Boyu Fan <[email protected]>
Co-authored-by: Justin <[email protected]>
Co-authored-by: Alexandre Barbet <[email protected]>
Co-authored-by: Alexandre Barbet <[email protected]>
Co-authored-by: justin-lee-cohere <[email protected]>
Co-authored-by: Itamar Rocha Filho <[email protected]>
Co-authored-by: William Darling <[email protected]>
Co-authored-by: Giannis <[email protected]>
Co-authored-by: Harry M <[email protected]>
Co-authored-by: Alexis Cook <[email protected]>
Co-authored-by: William Darling <[email protected]>
Co-authored-by: jlinsdell <[email protected]>
Co-authored-by: Jamie Linsdell <[email protected]>
Co-authored-by: Alexis Cook <[email protected]>
Co-authored-by: joan_devassy <[email protected]>
Co-authored-by: Rossdan Craig [email protected] <>
Co-authored-by: kseniia-cohere <[email protected]>
Co-authored-by: gonzalocohere <[email protected]>
Co-authored-by: Kseniia Ryuma <[email protected]>
Co-authored-by: Mitchell Wong <[email protected]>
Co-authored-by: Shaan Desai <[email protected]>
Co-authored-by: Michael <[email protected]>
Co-authored-by: shaandes <[email protected]>
Co-authored-by: co-jason <[email protected]>
Co-authored-by: stewart-co <[email protected]>
Co-authored-by: jason jung <[email protected]>
Co-authored-by: neelcohere <[email protected]>
Co-authored-by: Anirudh31415926535 <[email protected]>
Co-authored-by: Ads Dawson <[email protected]>
Co-authored-by: Aleks Tomovski <[email protected]>
Co-authored-by: Komal Kumar Teru <[email protected]>
Co-authored-by: mike mao <[email protected]>
Co-authored-by: CoderHam <[email protected]>
Co-authored-by: youran-qi <[email protected]>
Co-authored-by: Hemant Jain <[email protected]>
Co-authored-by: Yann Stoneman <[email protected]>