KnowledgeGarden

Here is the code and results of a test
<code>
#https://github.com/fw-ai/cookbook/blob/main/examples/rag/mongo_basic.ipynb
key="whatever"
model_name="accounts/fireworks/models/mixtral-8x7b-instruct"
prompt = """
The user message will contain a block of text drawn from a scientific paper. Please analyze this text and perform the following steps:

1. Extract Named Entities: Identify named entities in the text which could be of three types - Drug, Disease, or Other. An entity should be a single proper noun or a term that is clearly defined within the scope of Drugs and Diseases. Entity names should be short and focused, containing no more than 5 essential words. If an entity name cannot be expressed in 5 words or less, it should be ignored. 

KnowledgeGarden

## Text 1 - part of Text 3
NALP3, also known as cryopyrin, has been implicated in crystal-associated diseases such as gout and silicosis. Mice fed the diet high in soluble oxalate demonstrated increased NALP3 expression in the kidney.

{
    "NALP3": {
        "_ENTITY_TYPE": "Drug"
    },
    "cryopyrin": {
        "_ENTITY_TYPE": "Drug",
        "abbreviation of": "NALP3"

KnowledgeGarden

## Text 1
NALP3, also known as cryopyrin, has been implicated in crystal-associated diseases such as gout and silicosis. Mice fed the diet high in soluble oxalate demonstrated increased NALP3 expression in the kidney.

{
  "NALP3": {
    "_ENTITY_TYPE": "Drug"
  },
  "cryopyrin": {
    "abbreviation": "NALP3",
    "_ENTITY_TYPE": "Drug"

KnowledgeGarden

Here is the code and results of a test
<code>
#https://github.com/fw-ai/cookbook/blob/main/examples/rag/mongo_basic.ipynb
key="whatever"
model_name="accounts/fireworks/models/mixtral-8x7b-instruct"
prompt = """
The user message will contain a block of text drawn from a scientific paper. Please analyze this text and perform the following steps:

1. Extract Named Entities: Identify named entities in the text which could be of three types - Drug, Disease, or Other. An entity should be a single proper noun or a term that is clearly defined within the scope of Drugs and Diseases. Entity names should be short and focused, containing no more than 5 essential words. If an entity name cannot be expressed in 5 words or less, it should be ignored. 

KnowledgeGarden

DO
$do$
BEGIN
   IF NOT EXISTS (
      SELECT
      FROM   pg_catalog.pg_roles
      WHERE  rolname = 'tq_proxy') THEN

      CREATE ROLE tq_proxy INHERIT;
   END IF;

KnowledgeGarden

{
    "corefs": [
        {
            "chainId": "CHAIN8",
            "cargo": [
                {
                    "chain": "Saccharomyces cerevisiae var. boulardii",
                    "sentence": "1"
                },
                {

KnowledgeGarden

{
    "corefs": [
        {
            "chainId": "CHAIN35",
            "cargo": [
                {
                    "chain": "S. cerevisiae var.",
                    "sentence": "1"
                },
                {

KnowledgeGarden

{
    "corefs": [
        {
            "chainId": "CHAIN35",
            "cargo": [
                {
                    "chain": "S. cerevisiae var.",
                    "sentence": "1"
                },
                {

KnowledgeGarden

{
    "corefs": [
        {
            "chainId": "CHAIN35",
            "cargo": [
                {
                    "chain": "S. cerevisiae var.",
                    "sentence": "1"
                },
                {

KnowledgeGarden

{
    "corefs": [
        {
            "chainId": "CHAIN35",
            "cargo": [
                {
                    "chain": "S. cerevisiae var.",
                    "sentence": "1"
                },
                {