docs: site/how-to clean up

docs/content/faq/_index.en.md

@@ -14,7 +14,7 @@ Here are answers to some of the most common questions.
 
 <details>
 
-Most ggml-based models should work, but newer models may require additions to the API. If a model doesn't work, please feel free to open up issues. However, be cautious about downloading models from the internet and directly onto your machine, as there may be security vulnerabilities in lama.cpp or ggml that could be maliciously exploited. Some models can be found on Hugging Face: https://huggingface.co/models?search=ggml, or models from gpt4all are compatible too: https://github.com/nomic-ai/gpt4all.
+Most gguf-based models should work, but newer models may require additions to the API. If a model doesn't work, please feel free to open up issues. However, be cautious about downloading models from the internet and directly onto your machine, as there may be security vulnerabilities in lama.cpp or ggml that could be maliciously exploited. Some models can be found on Hugging Face: https://huggingface.co/models?search=gguf, or models from gpt4all are compatible too: https://github.com/nomic-ai/gpt4all.
 
 </details>
 

docs/content/getting_started/_index.en.md

@@ -26,7 +26,7 @@ To run with GPU Accelleration, see [GPU acceleration]({{%relref "features/gpu-ac
 mkdir models
 
 # copy your models to it
-cp your-model.bin models/
+cp your-model.gguf models/
 
 # run the LocalAI container
 docker run -p 8080:8080 -v $PWD/models:/models -ti --rm quay.io/go-skynet/local-ai:latest --models-path /models --context-size 700 --threads 4
@@ -43,7 +43,7 @@ docker run -p 8080:8080 -v $PWD/models:/models -ti --rm quay.io/go-skynet/local-
 
 # Try the endpoint with curl
 curl http://localhost:8080/v1/completions -H "Content-Type: application/json" -d '{
-     "model": "your-model.bin",
+     "model": "your-model.gguf",
      "prompt": "A long time ago in a galaxy far, far away",
      "temperature": 0.7
    }'
@@ -67,7 +67,7 @@ cd LocalAI
 # git checkout -b build <TAG>
 
 # copy your models to models/
-cp your-model.bin models/
+cp your-model.gguf models/
 
 # (optional) Edit the .env file to set things like context size and threads
 # vim .env
@@ -79,10 +79,10 @@ docker compose up -d --pull always
 
 # Now API is accessible at localhost:8080
 curl http://localhost:8080/v1/models
-# {"object":"list","data":[{"id":"your-model.bin","object":"model"}]}
+# {"object":"list","data":[{"id":"your-model.gguf","object":"model"}]}
 
 curl http://localhost:8080/v1/completions -H "Content-Type: application/json" -d '{
-     "model": "your-model.bin",
+     "model": "your-model.gguf",
      "prompt": "A long time ago in a galaxy far, far away",
      "temperature": 0.7
    }'

docs/content/howtos/_index.md

@@ -10,14 +10,10 @@ This section includes LocalAI end-to-end examples, tutorial and how-tos curated
 
 - [Setup LocalAI with Docker on CPU]({{%relref "howtos/easy-setup-docker-cpu" %}})
 - [Setup LocalAI with Docker With CUDA]({{%relref "howtos/easy-setup-docker-gpu" %}})
-- [Seting up a Model]({{%relref "howtos/easy-model-import-downloaded" %}})
-- [Making requests via Autogen]({{%relref "howtos/easy-request-autogen" %}})
-- [Making requests via OpenAi API V0]({{%relref "howtos/easy-request-openai-v0" %}})
-- [Making requests via OpenAi API V1]({{%relref "howtos/easy-request-openai-v1" %}})
-- [Making requests via Curl]({{%relref "howtos/easy-request-curl" %}})
+- [Seting up a Model]({{%relref "howtos/easy-model" %}})
+- [Making requests to LocalAI]({{%relref "howtos/easy-request" %}})
 
 ## Programs and Demos
 
 This section includes other programs and how to setup, install, and use of LocalAI.
 - [Python LocalAI Demo]({{%relref "howtos/easy-setup-full" %}}) - [lunamidori5](https://github.com/lunamidori5)
-- [Autogen]({{%relref "howtos/autogen-setup" %}}) - [lunamidori5](https://github.com/lunamidori5)

docs/content/howtos/easy-model-import-downloaded.md → docs/content/howtos/easy-model.md

@@ -59,9 +59,6 @@ What this does is tell ``LocalAI`` how to load the model. Then we are going to *
 name: lunademo
 parameters:
   model: luna-ai-llama2-uncensored.Q4_K_M.gguf
-  temperature: 0.2
-  top_k: 40
-  top_p: 0.65
 ```
 
 Now that we have the model set up, there a few things we should add to the yaml file to make it run better, for this model it uses the following roles.
@@ -100,9 +97,6 @@ context_size: 2000
 name: lunademo
 parameters:
   model: luna-ai-llama2-uncensored.Q4_K_M.gguf
-  temperature: 0.2
-  top_k: 40
-  top_p: 0.65
 roles:
   assistant: 'ASSISTANT:'
   system: 'SYSTEM:'
@@ -112,7 +106,7 @@ template:
   completion: lunademo-completion
 ```
 
-Now that we got that setup, lets test it out but sending a request by using [Curl]({{%relref "easy-request-curl" %}}) Or use the [OpenAI Python API]({{%relref "easy-request-openai-v1" %}})! 
+Now that we got that setup, lets test it out but sending a [request]({{%relref "easy-request" %}}) to Localai! 
 
 ## Adv Stuff
 Alright now that we have learned how to set up our own models, here is how to use the gallery to do alot of this for us. This command will download and set up (mostly, we will **always** need to edit our yaml file to fit our computer / hardware)

docs/content/howtos/easy-request.md

@@ -0,0 +1,85 @@
+
++++
+disableToc = false
+title = "Easy Request - All"
+weight = 2
++++
+
+## Curl Request
+
+Curl Chat API - 
+
+```bash
+curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
+     "model": "lunademo",
+     "messages": [{"role": "user", "content": "How are you?"}],
+     "temperature": 0.9 
+   }'
+```
+
+## Openai V1 - Recommended
+
+This is for Python, ``OpenAI``=>``V1``
+
+OpenAI Chat API Python -
+```python
+from openai import OpenAI
+
+client = OpenAI(base_url="http://localhost:8080/v1", api_key="sk-xxx")
+
+messages = [
+{"role": "system", "content": "You are LocalAI, a helpful, but really confused ai, you will only reply with confused emotes"},
+{"role": "user", "content": "Hello How are you today LocalAI"}
+]
+completion = client.chat.completions.create(
+  model="lunademo",
+  messages=messages,
+)
+
+print(completion.choices[0].message)
+```
+See [OpenAI API](https://platform.openai.com/docs/api-reference) for more info!
+
+## Openai V0 - Not Recommended
+
+This is for Python, ``OpenAI``=``0.28.1``
+
+OpenAI Chat API Python -
+
+```python
+import os
+import openai
+openai.api_base = "http://localhost:8080/v1"
+openai.api_key = "sx-xxx"
+OPENAI_API_KEY = "sx-xxx"
+os.environ['OPENAI_API_KEY'] = OPENAI_API_KEY
+
+completion = openai.ChatCompletion.create(
+  model="lunademo",
+  messages=[
+    {"role": "system", "content": "You are LocalAI, a helpful, but really confused ai, you will only reply with confused emotes"},
+    {"role": "user", "content": "How are you?"}
+  ]
+)
+
+print(completion.choices[0].message.content)
+```
+
+OpenAI Completion API Python -
+
+```python
+import os
+import openai
+openai.api_base = "http://localhost:8080/v1"
+openai.api_key = "sx-xxx"
+OPENAI_API_KEY = "sx-xxx"
+os.environ['OPENAI_API_KEY'] = OPENAI_API_KEY
+
+completion = openai.Completion.create(
+  model="lunademo",
+  prompt="function downloadFile(string url, string outputPath) ",
+  max_tokens=256,
+  temperature=0.5)
+
+print(completion.choices[0].text)
+```