From 214274ac3583b5150d6c8e0364f83c679d73e91a Mon Sep 17 00:00:00 2001
From: parkervg <parkervg5@gmail.com>
Date: Mon, 13 May 2024 17:31:16 -0400
Subject: [PATCH] documentation

---
 docs/index.md                       | 16 +++++++++-------
 docs/reference/blenders/llamacpp.md | 15 +++++++++++++++
 2 files changed, 24 insertions(+), 7 deletions(-)
 create mode 100644 docs/reference/blenders/llamacpp.md

diff --git a/docs/index.md b/docs/index.md
index 9e06ff4a..a59c283d 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -25,6 +25,15 @@ pip install blendsql
 </div>
 </center>
 
+### Features
+- Supports many DBMS 💾
+  - Currently, SQLite and PostgreSQL are functional - more to come! 
+- Easily extendable to [multi-modal usecases](reference/examples/vqa-ingredient) 🖼️
+- Smart parsing optimizes what is passed to external functions 🧠
+  - Traverses abstract syntax tree with [sqlglot](https://github.com/tobymao/sqlglot) to minimize LLM function calls 🌳
+- Constrained decoding with [guidance](https://github.com/guidance-ai/guidance) 🚀
+- LLM function caching, built on [diskcache](https://grantjenks.com/docs/diskcache/) 🔑
+
 BlendSQL is a *superset of SQLite* for problem decomposition and hybrid question-answering with LLMs. 
 
 As a result, we can *Blend* together...
@@ -99,13 +108,6 @@ SELECT date, rival, score, documents.content AS "Team Description" FROM w
   }} WHERE rival = 'nsw waratahs'
 ```
 
-### Features 
-- Smart parsing optimizes what is passed to external functions 🧠
-  - Traverses abstract syntax tree with [sqlglot](https://github.com/tobymao/sqlglot) to minimize LLM function calls 🌳
-- LLM function caching, built on [diskcache](https://grantjenks.com/docs/diskcache/) 🔑 
-- Constrained decoding with [guidance](https://github.com/guidance-ai/guidance) 🚀
-
-
 For a technical walkthrough of how a BlendSQL query is executed, check out [technical_walkthrough.md](reference/technical_walkthrough.md).
 
 ### Citation
diff --git a/docs/reference/blenders/llamacpp.md b/docs/reference/blenders/llamacpp.md
new file mode 100644
index 00000000..e7966eba
--- /dev/null
+++ b/docs/reference/blenders/llamacpp.md
@@ -0,0 +1,15 @@
+# Llama-Cpp
+
+## LlamaCppLLM
+
+::: blendsql.models.local._llama_cpp.LlamaCppLLM
+    handler: python
+    show_source: false
+ 
+### Example Usage
+
+```python
+from blendsql.models import LlamaCppLLM
+
+blender = LlamaCppLLM("./tinyllama-1.1b-1t-openorca.Q4_0.gguf")
+```
\ No newline at end of file