Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
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@@ -8,6 +8,393 @@ os.environ["ANTHROPIC_API_KEY"] = os.getenv("ANTHROPIC_API_KEY")
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MODEL_NAME = "claude-3-opus-20240229"
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def respond(message, tool_options, tool_name):
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if tool_options == "Force Use Specific Tool":
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message = client.messages.create(
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MODEL_NAME = "claude-3-opus-20240229"
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tools = [
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{
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"name": "interactions_schema",
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"description": "Record from an interview transcript of an interaction between a Technical Assistance Provider (TAP) and a producer the information about the people involved in the interview and important information discussed during the interaction using a well-structured JSON",
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"input_schema": {
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"type": "array",
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"description": "Key summary information from an interaction (phone call, in person discussion, or post-conversation summary) with a producer by a technical assistance provider",
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"items": {
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"type": "object",
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"description": "A single summarized interaction",
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"properties": {
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"people": {
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"type": ["array", "null"],
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"description": "An array of people involved in or mentioned in this interaction",
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"items": {
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"type": "object",
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"description": "An individual person and their role",
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"properties": {
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"name": {
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"type": "string",
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"description": "Name of this person",
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},
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"role": {
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"type": ["string", "null"],
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"enum": ["partner", "staff", "agronomist", "other"],
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"description": "Role of this person",
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}
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},
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"additionalProperties": false,
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"required": [
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"name",
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"role"
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]
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}
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},
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"date": {
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"anyOf": [
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{
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"type": "null"
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},
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{
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"type": "string",
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"format": "date",
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"description": "Date of the interaction",
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},
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]
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},
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"next_meeting": {
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"anyOf": [
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{
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"type": "null"
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},
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{
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"type": "string",
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"format": "date",
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"description": "Proposed date for the next interaction",
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},
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]
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},
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"next_steps": {
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"type": ["array", "null"],
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"description": "Array containing a list of next steps from the interaction",
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"items": {
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"type": ["string", "null"],
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"description": "An individual next step",
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}
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},
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"summary": {
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"type": ["string", "null"],
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"description": "A summary of the interaction",
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}
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},
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"additionalProperties": false,
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"required": [
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"people",
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"date",
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"next_meeting",
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"next_steps",
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"summary"
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]
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}
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}
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},
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{
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"name": "plantings_and_fields_schema",
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"description": "Record from an interview transcript of an interaction between a Technical Assistance Provider (TAP) and a producer the information regarding the crops planted, information regarding the fields the crops were planted on, and information regarding the activities that took place on the fields using a well-structured JSON",
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"input_schema": {
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"type": "array",
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"description": "An array of the producer's fields and their plantings. Also includes the list of logs which are associated with those plantings",
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"items": {
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"type": "object",
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"description": "An individual field",
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"properties": {
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"name": {
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"type": "string",
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"description": "The name of the field",
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},
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"description": {
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"type": ["string", "null"],
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"description": "The description of the field",
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},
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"plantings": {
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"type": "array",
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"description": "An array of all the plantings which have occurred on this field",
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"items": {
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"type": "object",
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"description": "An individual planting",
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"properties": {
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"name": {
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"type": ["string", "null"],
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"description": "The name of the planting",
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},
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"status": {
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"anyOf": [
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{
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"type": "null"
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},
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{
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"type": "string",
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"enum": ["active", "archived"],
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"description": "The status of the planting. \"active\" is a planting which is currently still in the field. \"archived\" is a planting which is no longer in the field (has been terminated or harvested)",
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},
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]
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},
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"crop": {
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"type": "array",
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"items": {
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"type": ["string", "null"],
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"description": "An array of the crops in this planting",
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}
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},
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"variety": {
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"type": "array",
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"items": {
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"type": ["string", "null"],
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"description": "An array of the varieties in this planting",
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}
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},
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"logs": {
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"type": ["array", "null"],
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"description": "An array of all logs that are associated with this individual planting",
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"items": {
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"type": "object",
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"description": "An individual log",
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"properties": {
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"convention": {
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"anyOf": [
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{
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"type": "null"
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},
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{
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"type": "string",
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"enum": ["log--activity", "log--observation", "log--activity--flaming", "log--activity--grazing", "log--activity--mowing", "log--activity--solarization", "log--activity--termination", "log--activity--tillage", "log--harvest--harvest", "log--input--herbicide_or_pesticide", "log--input--irrigation", "log--input--lime", "log--input--organic_matter", "log--input--seed_treatment", "log--input--seedling_treatment", "log--lab_test--modus_lab_test", "log--seeding--seeding", "log--transplanting--transplanting"],
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"description": "This log's convention (ie this log's category or type)",
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},
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]
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},
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"date": {
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"anyOf": [
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{
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"type": "null"
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},
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{
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"type": "string",
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"format": "date",
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"description": "The date of this log",
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},
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]
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},
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"description": {
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"type": ["string", "null"],
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"description": "A description of the details of the log",
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}
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},
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"additionalProperties": false,
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"required": [
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"convention",
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"description",
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"date"
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]
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}
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},
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"soil": {
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"type": ["object", "null"],
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"description": "Information about the soil associated with or observed during the time of this planting",
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"properties": {
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"description": {
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"type": ["string", "null"],
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"description": "A general description of the soil",
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},
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"structure": {
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"anyOf": [
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{
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"type": "null"
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| 205 |
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},
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| 206 |
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{
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"type": "array",
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| 208 |
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"items": {
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"type": "string",
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"enum": ["clay", "sandy clay", "silty clay", "sandy clay loam", "silty clay loam", "clay loam", "sandy loam", "silt loam", "loam", "loamy sand", "sand", "silt"],
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"description": "The structure of the soil using options from the major soil texture classes (sand, clay, silt)"
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}
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}
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]
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},
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"biology": {
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"type": ["string", "null"],
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"description": "Biological activity levels of the soil, including fluffiness, worms and bugs, and other evidence of soil biological activity",
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}
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},
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"additionalProperties": false,
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"required": [
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"description",
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"structure",
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"biology"
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]
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},
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"yield": {
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"type": ["object", "null"],
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"properties": {
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"quantity": {
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"type": ["string", "null"],
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"description": "A description of the the total yield (harvested amount) from this planting, including units when available",
|
| 234 |
+
},
|
| 235 |
+
"quality": {
|
| 236 |
+
"type": ["string", "null"],
|
| 237 |
+
"description": "The product quality of the harvest. For example, small or large fruits, sweet or tart flavor, easily molding or containing mold, high number of product seconds, etc.",
|
| 238 |
+
}
|
| 239 |
+
},
|
| 240 |
+
"additionalProperties": false,
|
| 241 |
+
"required": [
|
| 242 |
+
"quantity",
|
| 243 |
+
"quality"
|
| 244 |
+
]
|
| 245 |
+
}
|
| 246 |
+
},
|
| 247 |
+
"additionalProperties": false,
|
| 248 |
+
"required": [
|
| 249 |
+
"name",
|
| 250 |
+
"status",
|
| 251 |
+
"crop",
|
| 252 |
+
"variety",
|
| 253 |
+
"logs",
|
| 254 |
+
"soil",
|
| 255 |
+
"yield"
|
| 256 |
+
]
|
| 257 |
+
}
|
| 258 |
+
}
|
| 259 |
+
},
|
| 260 |
+
"additionalProperties": false,
|
| 261 |
+
"required": [
|
| 262 |
+
"name",
|
| 263 |
+
"description",
|
| 264 |
+
"plantings"
|
| 265 |
+
]
|
| 266 |
+
}
|
| 267 |
+
}
|
| 268 |
+
},
|
| 269 |
+
{
|
| 270 |
+
"name": "trials_and_treatments_schema",
|
| 271 |
+
"description": "Record from an interview transcript of an interaction between a Technical Assistance Provider (TAP) and a producer the information surrounding the scientific experiment that was performed using a well-structured JSON",
|
| 272 |
+
"input_schema": {
|
| 273 |
+
"type": "array",
|
| 274 |
+
"description": "An array of on-farm trials (ie experiments) performed by producers with support from staff, agronomists and others",
|
| 275 |
+
"items": {
|
| 276 |
+
"type": "object",
|
| 277 |
+
"description": "An individual trial",
|
| 278 |
+
"properties": {
|
| 279 |
+
"name": {
|
| 280 |
+
"type": ["string", "null"],
|
| 281 |
+
"description": "The name of this trial"
|
| 282 |
+
},
|
| 283 |
+
"description": {
|
| 284 |
+
"type": ["string", "null"],
|
| 285 |
+
"description": "A description of this trial"
|
| 286 |
+
},
|
| 287 |
+
"treatments": {
|
| 288 |
+
"type": "array",
|
| 289 |
+
"description": "An array of different treatments (strips or blocks with the same conditions applied) performed by the partner",
|
| 290 |
+
"items": {
|
| 291 |
+
"type": "object",
|
| 292 |
+
"description": "An individual treatment",
|
| 293 |
+
"properties": {
|
| 294 |
+
"name": {
|
| 295 |
+
"type": ["string", "null"],
|
| 296 |
+
"description": "The treatment name"
|
| 297 |
+
},
|
| 298 |
+
"description": {
|
| 299 |
+
"type": ["string", "null"],
|
| 300 |
+
"description": "The treatment description, including the conditions within this treatment"
|
| 301 |
+
},
|
| 302 |
+
"crops": {
|
| 303 |
+
"type": ["array", "null"],
|
| 304 |
+
"description": "An array of crops being tested in this treatment",
|
| 305 |
+
"items": {
|
| 306 |
+
"type": "string",
|
| 307 |
+
"description": "An individual crop"
|
| 308 |
+
}
|
| 309 |
+
},
|
| 310 |
+
"fields": {
|
| 311 |
+
"type": ["array", "null"],
|
| 312 |
+
"description": "An array of fields in which this treatment has occurred or will occur",
|
| 313 |
+
"items": {
|
| 314 |
+
"type": "string",
|
| 315 |
+
"description": "An individual field where this treatment has or will occur"
|
| 316 |
+
}
|
| 317 |
+
}
|
| 318 |
+
},
|
| 319 |
+
"additionalProperties": false,
|
| 320 |
+
"required": [
|
| 321 |
+
"name",
|
| 322 |
+
"description",
|
| 323 |
+
"crops",
|
| 324 |
+
"fields"
|
| 325 |
+
]
|
| 326 |
+
|
| 327 |
+
}
|
| 328 |
+
},
|
| 329 |
+
"learnings": {
|
| 330 |
+
"type": ["array", "null"],
|
| 331 |
+
"description": "An array of lessons learned from this experiment",
|
| 332 |
+
"items": {
|
| 333 |
+
"type": "string",
|
| 334 |
+
"description": "An individual lesson learned"
|
| 335 |
+
}
|
| 336 |
+
},
|
| 337 |
+
"variables": {
|
| 338 |
+
"type": "object",
|
| 339 |
+
"description": "Variables (ie factors) in this experiment. Some variables are constant (controlled) and some will vary in order to learn something (independent)",
|
| 340 |
+
"properties": {
|
| 341 |
+
"controlled": {
|
| 342 |
+
"type": ["array", "null"],
|
| 343 |
+
"description": "An array of controlled variables, which will be constant (controlled) across all trials",
|
| 344 |
+
"items": {
|
| 345 |
+
"type": "string",
|
| 346 |
+
"description": "An individual controlled variable, meaning a variable which is constant across all trials"
|
| 347 |
+
}
|
| 348 |
+
},
|
| 349 |
+
"independent": {
|
| 350 |
+
"type": ["array", "null"],
|
| 351 |
+
"description": "An array of independent variables (ie treatments), which will be intentionally varied across one or more trials",
|
| 352 |
+
"items": {
|
| 353 |
+
"type": "string",
|
| 354 |
+
"description": "An individual independent variable (ie treatments), meaning a variable which will be intentionally varied across one or more trials"
|
| 355 |
+
}
|
| 356 |
+
},
|
| 357 |
+
"outcome": {
|
| 358 |
+
"type": ["array", "null"],
|
| 359 |
+
"description": "An array of outcome variables (ie dependent or response variables) which is hypothesized to change across the trials",
|
| 360 |
+
"items": {
|
| 361 |
+
"type": "string",
|
| 362 |
+
"description": "An individual outcome variable (ie dependent or response variables)"
|
| 363 |
+
}
|
| 364 |
+
}
|
| 365 |
+
},
|
| 366 |
+
"additionalProperties": false,
|
| 367 |
+
"required": [
|
| 368 |
+
"controlled",
|
| 369 |
+
"independent",
|
| 370 |
+
"outcome"
|
| 371 |
+
]
|
| 372 |
+
},
|
| 373 |
+
"confounding_factors": {
|
| 374 |
+
"type": ["array", "null"],
|
| 375 |
+
"description": "An array of factors which may impact the outcomes of the experiment that were not planned for.",
|
| 376 |
+
"items": {
|
| 377 |
+
"type": "string",
|
| 378 |
+
"description": "An individual confounding factor"
|
| 379 |
+
}
|
| 380 |
+
}
|
| 381 |
+
},
|
| 382 |
+
"additionalProperties": false,
|
| 383 |
+
"required": [
|
| 384 |
+
"name",
|
| 385 |
+
"description",
|
| 386 |
+
"treatments",
|
| 387 |
+
"learnings",
|
| 388 |
+
"variables",
|
| 389 |
+
"confounding_factors"
|
| 390 |
+
]
|
| 391 |
+
}
|
| 392 |
+
|
| 393 |
+
}
|
| 394 |
+
}
|
| 395 |
+
]
|
| 396 |
+
|
| 397 |
+
|
| 398 |
def respond(message, tool_options, tool_name):
|
| 399 |
if tool_options == "Force Use Specific Tool":
|
| 400 |
message = client.messages.create(
|