Tj202/readme and doc update

Makefile

@@ -14,7 +14,6 @@ install-agentc-pip:
 	@echo "This may take some time..."
 	conda run -n $(or $(env_name),agentc_env) bash -c "\
 		pip install $(AGENT_CATALOG_LIBS)/agentc && \
-		pip install $(AGENT_CATALOG_LIBS)/agentc_langchain && \
 		echo '' && \
 		echo '----Verifying Installation----' && \
 		pip list | grep agentc && \

README.md

@@ -68,12 +68,6 @@ The mono-repo for the Couchbase Agent Catalog project.
    pip install libs/agentc
    ```
 
-   If you are interested in developing with langchain, also install `agentc_langchain` by running the following:
-
-   ```bash
-   pip install libs/agentc_langchain
-   ```
-
    If you are interested in building a ``.whl`` file (for later use in ``.whl``-based installs), use :command:`poetry`
    directly:
 
@@ -178,8 +172,10 @@ For more guide on how to use `.agentcignore` file check the [documentation](http
 
 ## Docs and Templates
 
-Refer to [`docs/`](docs) to explore templates and other references while writing your agent workflow with Couchbase
-Agent Catalog. We also provide some starter [`recipes`](templates) if you are building an agent from scratch.
+Refer to [`docs/`](docs) to build the [sphinx documentation](https://couchbaselabs.github.io/agent-catalog/index.html) and explore Couchbase Agent Catalog usage before writing your agent workflow.
+We also provide some starter [`agents`](templates/agents) using different frameworks to understand the flow better.
+
+For more info on basic tool and prompt definitions, please refer to the [`tool`](templates/tools) and [`prompt`](templates/prompts) templates that can be created using `agentc add` command.
 
 ## For Contributors / Developers
 

docs/source/guide.rst

@@ -26,7 +26,7 @@ The Agent Catalog package is not just a tool/prompt catalog, it's a foundation f
 development.
 Agent builders will follow this workflow:
 
-1. **Sample Downloading**: Download the starter agent from the :file:`templates/starter_agent` directory.
+1. **Sample Downloading**: Download the starter agent from the :file:`templates/agents` directory.
 
 2. **Agent Building**: The sample agent is meant to be a reference for building your own agents.
    You will need to modify the agent to fit your use case.
@@ -139,7 +139,13 @@ Agent analysts will follow this workflow:
 
 2. **Log Transformations**: For users with Couchbase Analytics enabled, we provide the following views (expressed as
    Couchbase Analytics Views) to help you get started with conversational-based agents.
-   All Views below belong to the scope :file:`agent_activity`.
+   All Views belong to the scope :file:`agent_activity` and can be queried using the Analytics service by executing the following query:
+
+   .. code-block:: sql
+
+        SELECT logs_view.* FROM `[[MY_BUCKET]]`.agent_activity.[VIEW_NAME] AS logs_view;
+
+   Following are the type of Views available to explore:
 
    .. admonition:: Sessions ``(sid, start_t, vid, msgs)``
 
@@ -160,7 +166,7 @@ Agent analysts will follow this workflow:
 
         .. code-block:: sql
 
-            WHERE sid = [[MY_BUCKET]].agent_activity.LastSession()
+            WHERE sid = `[[MY_BUCKET]]`.agent_activity.LastSession
 
    .. admonition:: Exchanges ``(sid, question, answer, walk)``
 
@@ -230,15 +236,12 @@ Ignoring Files While Indexing
 -----------------------------
 
 When indexing tools and prompts, you may want to ignore certain files.
-
 By default the :file:`index` command will ignore files/patterns present in :file:`.gitignore` file.
 
 In addition to :file:`.gitignore`, there might be situation where additional files have to be ignored by agentc and not git.
 To add such files/patterns :file:`.agentcignore` file can be used similar to :file:`.gitignore`.
 
-For example,
-
-If the project structure is as below:
+For example, if the project structure is as below:
 
 .. code-block:: text
 
@@ -262,7 +265,7 @@ If the project structure is as below:
 
 While indexing using the command :command:`agentc index --tools src`, :file:`src/agent.py` will be indexed along with the tools present in the :file:`src` directory.
 
-Inorder to avoid that :file:`.agentcignore` file can be added in :file:`src` directory with the following content to avoid indexing the file containing agent code:
+Inorder to avoid that, :file:`.agentcignore` file can be added in :file:`src` directory with the following content to avoid indexing the file containing agent code:
 
 .. code-block:: text
 

docs/source/install.rst

@@ -57,7 +57,8 @@ Building From Source (with pip)
       # Install the agentc package.
       pip install libs/agentc
 
-   If you are interested in developing with langchain, also install ``agentc_langchain`` by running the following:
+   If you are interested in building a ``.whl`` file (for later use in ``.whl``-based installs), use :command:`poetry`
+   directly:
 
    .. code-block:: bash
 

libs/agentc/pyproject.toml

@@ -35,7 +35,6 @@ develop = true
 [tool.poetry.dependencies.agentc-langchain]
 path = "../agentc_langchain"
 develop = true
-optional = true
 
 [tool.poetry.group.dev.dependencies]
 pre-commit = "^3.2.2"
@@ -45,9 +44,6 @@ pytest = "^8.3.2"
 path = "../agentc_testing"
 develop = true
 
-[tool.poetry.extras]
-langchain = ["agentc-langchain"]
-
 [tool.pytest.ini_options]
 markers = [
     "smoke: marks tests for running on each git-push",

templates/agents/with_controlflow/README.md

@@ -65,7 +65,6 @@ This directory contains a starter project for building agents with Couchbase, Co
    Alternatively, install the example using `pip`
    ```bash
    pip install ../../../libs/agentc
-   pip install ../../../libs/agentc_langchain
    pip install -r requirements.txt
    ```
 

templates/agents/with_langgraph/README.md

@@ -63,7 +63,6 @@ This directory contains a starter project for building agents with Couchbase, La
    Alternatively, install the example using `pip`
    ```bash
    pip install ../../../libs/agentc
-   pip install ../../../libs/agentc_langchain
    ```
 
 7. Run `agentc` to make sure this project has installed correctly (note that your first run will take a couple of