From 5b3a39a762e40089dbe408b1918cecdbd95a500d Mon Sep 17 00:00:00 2001
From: Yashaswi Kakumanu <yashaswi.kakumanu@gmail.com>
Date: Sun, 4 May 2025 11:33:04 +0530
Subject: [PATCH 1/2] Add files via upload
---
.../fireworks_firefunction_openai_qa.ipynb | 190 +++++++++++++-----
1 file changed, 136 insertions(+), 54 deletions(-)
diff --git a/learn/function-calling/notebooks_firefunction_openai/fireworks_firefunction_openai_qa.ipynb b/learn/function-calling/notebooks_firefunction_openai/fireworks_firefunction_openai_qa.ipynb
index da08eb6..20d2020 100644
--- a/learn/function-calling/notebooks_firefunction_openai/fireworks_firefunction_openai_qa.ipynb
+++ b/learn/function-calling/notebooks_firefunction_openai/fireworks_firefunction_openai_qa.ipynb
@@ -51,11 +51,19 @@
"To run this notebook locally, follow these steps:\n",
"\n",
"### Step 1: Create a Virtual Environment\n",
- "In your terminal, navigate to the directory where this notebook is located and run:\n",
- "```bash\n",
+ "In your terminal, navigate to the directory where this notebook is located and run:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "4786d368",
+ "metadata": {},
+ "outputs": [],
+ "source": [
"python3 -m venv venv\n",
"source venv/bin/activate # On macOS/Linux\n",
- ".\u000benv\\Scripts\u0007ctivate # On Windows"
+ "venv\\Scripts\\activate # On Windows"
]
},
{
@@ -64,38 +72,96 @@
"metadata": {},
"source": [
"### Step 2: Install Required Libraries\n",
- "Install the necessary packages:\n",
- "```bash\n",
- "pip install jupyter openai python-dotenv\n",
- "```"
+ "Install the necessary packages:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "ad371e1e",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "pip install jupyter openai python-dotenv"
]
},
{
"cell_type": "markdown",
- "id": "903bce74",
+ "id": "f9d0cd75",
"metadata": {},
"source": [
"### Step 3: Set Up Your API Key\n",
"You can set your API key in the terminal:\n",
- "- **On macOS/Linux**:\n",
- " ```bash\n",
- " export FIREWORKS_API_KEY=<YOUR_FIREWORKS_API_KEY>\n",
- " ```\n",
- "- **On Windows**:\n",
- " ```bash\n",
- " set FIREWORKS_API_KEY=<YOUR_FIREWORKS_API_KEY>\n",
- " ```\n",
- "\n",
+ "- **On macOS/Linux**:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "ca97097c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "export FIREWORKS_API_KEY=<YOUR_FIREWORKS_API_KEY>"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "bcd598e0",
+ "metadata": {},
+ "source": [
+ "- **On Windows**:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "8abba863",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "set FIREWORKS_API_KEY=<YOUR_FIREWORKS_API_KEY>"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "903bce74",
+ "metadata": {},
+ "source": [
"Alternatively, create a `.env` file in the project directory with:\n",
- "```\n",
- "FIREWORKS_API_KEY=<YOUR_FIREWORKS_API_KEY>\n",
- "```\n",
"\n",
- "Load the `.env` file in your Python code with:\n",
- "```python\n",
+ "\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "2ea921da",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "FIREWORKS_API_KEY=<YOUR_FIREWORKS_API_KEY>"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "880125c5",
+ "metadata": {},
+ "source": [
+ "Load the `.env` file in your Python code with:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "9548c910",
+ "metadata": {},
+ "outputs": [],
+ "source": [
"from dotenv import load_dotenv\n",
- "load_dotenv()\n",
- "```\n"
+ "load_dotenv()"
]
},
{
@@ -104,10 +170,24 @@
"metadata": {},
"source": [
"### Step 4: Launch Jupyter Notebook\n",
- "Start the Jupyter Notebook server:\n",
- "```bash\n",
- "jupyter notebook\n",
- "```\n",
+ "Start the Jupyter Notebook server:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "fdc8c243",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "jupyter notebook"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "12e95aa5",
+ "metadata": {},
+ "source": [
"Open this notebook file (`fireworks_demo.ipynb`) and proceed to run the cells."
]
},
@@ -596,7 +676,7 @@
},
{
"cell_type": "code",
- "execution_count": 24,
+ "execution_count": null,
"id": "qi_gNf-qI-CG",
"metadata": {
"colab": {
@@ -605,34 +685,36 @@
"id": "qi_gNf-qI-CG",
"outputId": "d3018c86-21dd-4b40-9a38-7f14bbec05cd"
},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "{\n",
- " \"content\": null,\n",
- " \"refusal\": null,\n",
- " \"role\": \"assistant\",\n",
- " \"function_call\": null,\n",
- " \"tool_calls\": [\n",
- " {\n",
- " \"id\": \"call_Meyq8T6lEcoLTHmteAJvhRp2\",\n",
- " \"function\": {\n",
- " \"arguments\": \"{\\\"answer\\\": \\\"The President mentioned that human traffickers are being brought to justice and that the US is working with other countries to combat human trafficking.\\\", \\\"countries\\\": [\\\"United States\\\"]}\",\n",
- " \"name\": \"get_answer_with_countries\"\n",
- " },\n",
- " \"type\": \"function\",\n",
- " \"index\": 0\n",
- " }\n",
- " ]\n",
- "}\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"print(chat_completion.choices[0].message.model_dump_json(indent=4))"
]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "44e06919",
+ "metadata": {},
+ "source": [
+ "Expected output:\n",
+ "```\n",
+ "{\n",
+ " \"content\": null,\n",
+ " \"refusal\": null,\n",
+ " \"role\": \"assistant\",\n",
+ " \"function_call\": null,\n",
+ " \"tool_calls\": [\n",
+ " {\n",
+ " \"id\": \"call_Meyq8T6lEcoLTHmteAJvhRp2\",\n",
+ " \"function\": {\n",
+ " \"arguments\": \"{\\\"answer\\\": \\\"The President mentioned that human traffickers are being brought to justice and that the US is working with other countries to combat human trafficking.\\\", \\\"countries\\\": [\\\"United States\\\"]}\",\n",
+ " \"name\": \"get_answer_with_countries\"\n",
+ " },\n",
+ " \"type\": \"function\",\n",
+ " \"index\": 0\n",
+ " }\n",
+ " ]\n",
+ "}"
+ ]
}
],
"metadata": {
From 376ade641625a1e32d0dd176348b295f87214999 Mon Sep 17 00:00:00 2001
From: Yashaswi Kakumanu <yashaswi.kakumanu@gmail.com>
Date: Sun, 4 May 2025 11:52:00 +0530
Subject: [PATCH 2/2] Add files via upload
---
.../fireworks_firefunction_openai_qa.ipynb | 108 +++++++++---------
1 file changed, 56 insertions(+), 52 deletions(-)
diff --git a/learn/function-calling/notebooks_firefunction_openai/fireworks_firefunction_openai_qa.ipynb b/learn/function-calling/notebooks_firefunction_openai/fireworks_firefunction_openai_qa.ipynb
index 20d2020..0c8fe51 100644
--- a/learn/function-calling/notebooks_firefunction_openai/fireworks_firefunction_openai_qa.ipynb
+++ b/learn/function-calling/notebooks_firefunction_openai/fireworks_firefunction_openai_qa.ipynb
@@ -438,7 +438,7 @@
},
{
"cell_type": "code",
- "execution_count": 17,
+ "execution_count": null,
"id": "0WzRJ5PgFAXc",
"metadata": {
"colab": {
@@ -447,35 +447,37 @@
"id": "0WzRJ5PgFAXc",
"outputId": "ee5a8472-167e-4167-f716-94378d8bd333"
},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "{\n",
- " \"content\": null,\n",
- " \"refusal\": null,\n",
- " \"role\": \"assistant\",\n",
- " \"function_call\": null,\n",
- " \"tool_calls\": [\n",
- " {\n",
- " \"id\": \"call_kIpcwu7koMRkUtkhVvxuuQQu\",\n",
- " \"function\": {\n",
- " \"arguments\": \"{\\\"answer\\\": \\\"The President mentioned Ketanji Brown Jackson as the first Black woman to serve on the Supreme Court.\\\", \\\"sources\\\": [\\\"2022 State of the Union speech\\\"]}\",\n",
- " \"name\": \"get_answer_with_sources\"\n",
- " },\n",
- " \"type\": \"function\",\n",
- " \"index\": 0\n",
- " }\n",
- " ]\n",
- "}\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"print(chat_completion.choices[0].message.model_dump_json(indent=4))"
]
},
+ {
+ "cell_type": "markdown",
+ "id": "a0006d7a",
+ "metadata": {},
+ "source": [
+ "Expected output:\n",
+ "```\n",
+ "{\n",
+ " \"content\": null,\n",
+ " \"refusal\": null,\n",
+ " \"role\": \"assistant\",\n",
+ " \"function_call\": null,\n",
+ " \"tool_calls\": [\n",
+ " {\n",
+ " \"id\": \"call_kIpcwu7koMRkUtkhVvxuuQQu\",\n",
+ " \"function\": {\n",
+ " \"arguments\": \"{\\\"answer\\\": \\\"The President mentioned Ketanji Brown Jackson as the first Black woman to serve on the Supreme Court.\\\", \\\"sources\\\": [\\\"2022 State of the Union speech\\\"]}\",\n",
+ " \"name\": \"get_answer_with_sources\"\n",
+ " },\n",
+ " \"type\": \"function\",\n",
+ " \"index\": 0\n",
+ " }\n",
+ " ]\n",
+ "}"
+ ]
+ },
{
"cell_type": "code",
"execution_count": 18,
@@ -537,7 +539,7 @@
},
{
"cell_type": "code",
- "execution_count": 20,
+ "execution_count": null,
"id": "UkWhQ4hPFMc_",
"metadata": {
"colab": {
@@ -546,35 +548,37 @@
"id": "UkWhQ4hPFMc_",
"outputId": "dcce465f-8d89-4937-f17c-4906dc142dcd"
},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "{\n",
- " \"content\": null,\n",
- " \"refusal\": null,\n",
- " \"role\": \"assistant\",\n",
- " \"function_call\": null,\n",
- " \"tool_calls\": [\n",
- " {\n",
- " \"id\": \"call_tdAos9CIlEKaq1ym4y6WvlL0\",\n",
- " \"function\": {\n",
- " \"arguments\": \"{\\\"answer\\\": \\\"The President mentioned Justice Stephen Breyer, who retired from the Supreme Court, making way for Ketanji Brown Jackson to take his seat.\\\", \\\"sources\\\": [\\\"2022 State of the Union speech\\\"]}\",\n",
- " \"name\": \"get_answer_with_sources\"\n",
- " },\n",
- " \"type\": \"function\",\n",
- " \"index\": 0\n",
- " }\n",
- " ]\n",
- "}\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"print(next_chat_completion.choices[0].message.model_dump_json(indent=4))"
]
},
+ {
+ "cell_type": "markdown",
+ "id": "8e0ea2c9",
+ "metadata": {},
+ "source": [
+ "Expected output:\n",
+ "```\n",
+ "{\n",
+ " \"content\": null,\n",
+ " \"refusal\": null,\n",
+ " \"role\": \"assistant\",\n",
+ " \"function_call\": null,\n",
+ " \"tool_calls\": [\n",
+ " {\n",
+ " \"id\": \"call_tdAos9CIlEKaq1ym4y6WvlL0\",\n",
+ " \"function\": {\n",
+ " \"arguments\": \"{\\\"answer\\\": \\\"The President mentioned Justice Stephen Breyer, who retired from the Supreme Court, making way for Ketanji Brown Jackson to take his seat.\\\", \\\"sources\\\": [\\\"2022 State of the Union speech\\\"]}\",\n",
+ " \"name\": \"get_answer_with_sources\"\n",
+ " },\n",
+ " \"type\": \"function\",\n",
+ " \"index\": 0\n",
+ " }\n",
+ " ]\n",
+ "}"
+ ]
+ },
{
"cell_type": "markdown",
"id": "EU_U5Bm9GJNa",