docs: `Infino` example fix (#9888)

- Fixed a broken link in the `integrations/providers/infino.mdx` - Fixed a title in the `integration/collbacks/infino.ipynb` example - Updated text format in this example.
1 year ago · cf122b6269
parent fe1b9ee6b8
commit cf122b6269
2 changed files with 37 additions and 55 deletions
--- a/docs/extras/integrations/callbacks/infino.ipynb
+++ b/docs/extras/integrations/callbacks/infino.ipynb
@ -1,86 +1,73 @@
 {
 "cells": [
  {
-   "attachments": {},
   "cell_type": "markdown",
   "id": "8d10861f-a550-4443-bc63-4ce2ae13b841",
   "metadata": {},
   "source": [
-    "# Infino - LangChain LLM Monitoring Example\n",
+    "# Infino\n",
    "\n",
-    "This example shows how one can track the following while calling OpenAI models via LangChain and [Infino](https://github.com/infinohq/infino):\n",
+    "This example shows how one can track the following while calling OpenAI models via `LangChain` and [Infino](https://github.com/infinohq/infino):\n",
    "\n",
    "* prompt input,\n",
-    "* response from chatgpt or any other LangChain model,\n",
+    "* response from `ChatGPT` or any other `LangChain` model,\n",
    "* latency,\n",
    "* errors,\n",
    "* number of tokens consumed"
   ]
  },
+  {
+   "cell_type": "markdown",
+   "id": "64d14c88-b71c-4524-ab1b-4250a7dbb62b",
+   "metadata": {},
+   "source": [
+    "## Initializing"
+   ]
+  },
  {
   "cell_type": "code",
-   "execution_count": 9,
-   "id": "3a5a0976-9953-41d8-880c-eb3f2992e936",
+   "execution_count": null,
+   "id": "ed46c894-caa6-49b2-85d1-f275374fa308",
   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Requirement already satisfied: matplotlib in /Users/vinaykakade/.pyenv/versions/3.10.11/lib/python3.10/site-packages (3.7.1)\n",
-      "Requirement already satisfied: contourpy>=1.0.1 in /Users/vinaykakade/.pyenv/versions/3.10.11/lib/python3.10/site-packages (from matplotlib) (1.0.7)\n",
-      "Requirement already satisfied: cycler>=0.10 in /Users/vinaykakade/.pyenv/versions/3.10.11/lib/python3.10/site-packages (from matplotlib) (0.11.0)\n",
-      "Requirement already satisfied: fonttools>=4.22.0 in /Users/vinaykakade/.pyenv/versions/3.10.11/lib/python3.10/site-packages (from matplotlib) (4.39.4)\n",
-      "Requirement already satisfied: kiwisolver>=1.0.1 in /Users/vinaykakade/.pyenv/versions/3.10.11/lib/python3.10/site-packages (from matplotlib) (1.4.4)\n",
-      "Requirement already satisfied: numpy>=1.20 in /Users/vinaykakade/.pyenv/versions/3.10.11/lib/python3.10/site-packages (from matplotlib) (1.24.3)\n",
-      "Requirement already satisfied: packaging>=20.0 in /Users/vinaykakade/.pyenv/versions/3.10.11/lib/python3.10/site-packages (from matplotlib) (23.1)\n",
-      "Requirement already satisfied: pillow>=6.2.0 in /Users/vinaykakade/.pyenv/versions/3.10.11/lib/python3.10/site-packages (from matplotlib) (9.5.0)\n",
-      "Requirement already satisfied: pyparsing>=2.3.1 in /Users/vinaykakade/.pyenv/versions/3.10.11/lib/python3.10/site-packages (from matplotlib) (3.0.9)\n",
-      "Requirement already satisfied: python-dateutil>=2.7 in /Users/vinaykakade/.pyenv/versions/3.10.11/lib/python3.10/site-packages (from matplotlib) (2.8.2)\n",
-      "Requirement already satisfied: six>=1.5 in /Users/vinaykakade/.pyenv/versions/3.10.11/lib/python3.10/site-packages (from python-dateutil>=2.7->matplotlib) (1.16.0)\n",
-      "Requirement already satisfied: infinopy in /Users/vinaykakade/.pyenv/versions/3.10.11/lib/python3.10/site-packages (0.0.1)\n",
-      "Requirement already satisfied: docker in /Users/vinaykakade/.pyenv/versions/3.10.11/lib/python3.10/site-packages (from infinopy) (6.1.3)\n",
-      "Requirement already satisfied: requests in /Users/vinaykakade/.pyenv/versions/3.10.11/lib/python3.10/site-packages (from infinopy) (2.31.0)\n",
-      "Requirement already satisfied: packaging>=14.0 in /Users/vinaykakade/.pyenv/versions/3.10.11/lib/python3.10/site-packages (from docker->infinopy) (23.1)\n",
-      "Requirement already satisfied: urllib3>=1.26.0 in /Users/vinaykakade/.pyenv/versions/3.10.11/lib/python3.10/site-packages (from docker->infinopy) (2.0.2)\n",
-      "Requirement already satisfied: websocket-client>=0.32.0 in /Users/vinaykakade/.pyenv/versions/3.10.11/lib/python3.10/site-packages (from docker->infinopy) (1.5.2)\n",
-      "Requirement already satisfied: charset-normalizer<4,>=2 in /Users/vinaykakade/.pyenv/versions/3.10.11/lib/python3.10/site-packages (from requests->infinopy) (3.1.0)\n",
-      "Requirement already satisfied: idna<4,>=2.5 in /Users/vinaykakade/.pyenv/versions/3.10.11/lib/python3.10/site-packages (from requests->infinopy) (3.4)\n",
-      "Requirement already satisfied: certifi>=2017.4.17 in /Users/vinaykakade/.pyenv/versions/3.10.11/lib/python3.10/site-packages (from requests->infinopy) (2023.5.7)\n"
-     ]
-    }
-   ],
+   "outputs": [],
   "source": [
    "# Install necessary dependencies.\n",
    "!pip install infinopy\n",
-    "!pip install matplotlib\n",
-    "\n",
+    "!pip install matplotlib"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3a5a0976-9953-41d8-880c-eb3f2992e936",
+   "metadata": {},
+   "outputs": [],
+   "source": [
    "# Remove the (1) import sys and sys.path.append(..) and (2) uncomment `!pip install langchain` after merging the PR for Infino/LangChain integration.\n",
    "import sys\n",
    "\n",
    "sys.path.append(\"../../../../../langchain\")\n",
-    "#!pip install langchain\n",
    "\n",
    "\n",
    "import datetime as dt\n",
-    "from infinopy import InfinoClient\n",
    "import json\n",
    "from langchain.llms import OpenAI\n",
-    "from langchain.callbacks import InfinoCallbackHandler\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.dates as md\n",
    "import os\n",
    "import time\n",
-    "import sys"
+    "import sys\n",
+    "\n",
+    "from infinopy import InfinoClient\n",
+    "from langchain.callbacks import InfinoCallbackHandler"
   ]
  },
  {
-   "attachments": {},
   "cell_type": "markdown",
   "id": "9f90210d-c805-4a0c-81e4-d5298942afc4",
   "metadata": {},
   "source": [
-    "## Start Infino server, initialize the Infino client\n"
+    "## Start Infino server, initialize the Infino client"
   ]
  },
  {
@ -106,7 +93,6 @@
   ]
  },
  {
-   "attachments": {},
   "cell_type": "markdown",
   "id": "b6b81cda-b841-43ee-8c5e-b1576555765f",
   "metadata": {},
@ -148,7 +134,6 @@
   ]
  },
  {
-   "attachments": {},
   "cell_type": "markdown",
   "id": "dce1b820-3f1a-4b94-b848-4c6032cadc18",
   "metadata": {},
@ -214,7 +199,6 @@
   ]
  },
  {
-   "attachments": {},
   "cell_type": "markdown",
   "id": "b68ec697-c922-4fd9-aad1-f49c6ac24e8a",
   "metadata": {},
@ -326,7 +310,6 @@
   ]
  },
  {
-   "attachments": {},
   "cell_type": "markdown",
   "id": "c3d61822-1781-4bc6-97a2-2abc5c2b2e75",
   "metadata": {},
@ -364,12 +347,11 @@
   ]
  },
  {
-   "attachments": {},
   "cell_type": "markdown",
   "id": "4b171074-c775-48e0-a4b3-f550e2c8eccb",
   "metadata": {},
   "source": [
-    "## Step 5: Stop infino server"
+    "## Stop infino server"
   ]
  },
  {
@ -415,7 +397,7 @@
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
-   "version": "3.9.4"
+   "version": "3.10.12"
  }
 },
 "nbformat": 4,
--- a/docs/extras/integrations/providers/infino.mdx
+++ b/docs/extras/integrations/providers/infino.mdx
@ -2,10 +2,10 @@

 >[Infino](https://github.com/infinohq/infino) is an open-source observability platform that stores both metrics and application logs together.

-Key features of infino include:
- Metrics Tracking: Capture time taken by LLM model to handle request, errors, number of tokens, and costing indication for the particular LLM.
- Data Tracking: Log and store prompt, request, and response data for each LangChain interaction.
- Graph Visualization: Generate basic graphs over time, depicting metrics such as request duration, error occurrences, token count, and cost.
+Key features of `Infino` include:
+- **Metrics Tracking**: Capture time taken by LLM model to handle request, errors, number of tokens, and costing indication for the particular LLM.
+- **Data Tracking**: Log and store prompt, request, and response data for each LangChain interaction.
+- **Graph Visualization**: Generate basic graphs over time, depicting metrics such as request duration, error occurrences, token count, and cost.

 ## Installation and Setup

@ -15,7 +15,7 @@ First, you'll need to install the  `infinopy` Python package as follows:
 pip install infinopy
 ```

-If you already have an Infino Server running, then you're good to go; but if
+If you already have an `Infino Server` running, then you're good to go; but if
 you don't, follow the next steps to start it:

 - Make sure you have Docker installed
@ -28,7 +28,7 @@ you don't, follow the next steps to start it:

 ## Using Infino

-See a [usage example of `InfinoCallbackHandler`](/docs/modules/callbacks/integrations/infino.html).
+See a [usage example of `InfinoCallbackHandler`](/docs/integrations/callbacks/infino.html).

 ```python
 from langchain.callbacks import InfinoCallbackHandler